Terms of Use
Last Updated Date: April 23, 2020
PLEASE READ THIS TERMS OF USE AGREEMENT (THE “TERMS OF USE” OR “AGREEMENT” ) CAREFULLY. THE SAFE PATH MOBILE APPLICATION (THE “APPLICATION” ), AND THE FEATURES AND INFORMATION IN IT ARE CONTROLLED BY PATH CHECK, INC. (“PCI”). THESE TERMS OF USE GOVERN THE USE OF THE APPLICATION AND APPLY TO ALL USERS USING THE APPLICATION IN ANY WAY, INCLUDING THE FEATURES THEREIN.  IF YOU DO NOT AGREE TO BE BOUND BY THE TERMS OF USE, YOU MAY NOT ACCESS OR USE THE APPLICATION.
PLEASE BE AWARE THAT SECTION 13 OF THIS AGREEMENT, BELOW, CONTAINS PROVISIONS GOVERNING HOW DISPUTES THAT YOU AND WE HAVE AGAINST EACH OTHER ARE RESOLVED, INCLUDING, WITHOUT LIMITATION, ANY DISPUTES THAT AROSE OR WERE ASSERTED PRIOR TO THE EFFECTIVE DATE OF THIS AGREEMENT. IN PARTICULAR, IT CONTAINS AN ARBITRATION AGREEMENT WHICH WILL, WITH LIMITED EXCEPTIONS, REQUIRE DISPUTES BETWEEN US TO BE SUBMITTED TO BINDING AND FINAL ARBITRATION.
ANY DISPUTE, CLAIM OR REQUEST FOR RELIEF RELATING IN ANY WAY TO YOUR USE OF THE APPLICATION WILL BE GOVERNED AND INTERPRETED BY AND UNDER THE LAWS OF THE COMMONWEALTH OF MASSACHUSETTS, CONSISTENT WITH THE FEDERAL ARBITRATION ACT, WITHOUT GIVING EFFECT TO ANY PRINCIPLES THAT PROVIDE FOR THE APPLICATION OF THE LAW OF ANY OTHER JURISDICTION.
PLEASE NOTE THAT THIS AGREEMENT IS SUBJECT TO CHANGE BY PCI IN ITS SOLE DISCRETION AT ANY TIME. When changes are made, PCI will make a new copy of the Terms of Use available within the Application. We will also update the “Last Updated” date at the top of the Terms of Use. Your continued use of the Application after a change to the Terms of Use is made constitutes acceptance. PLEASE REGULARLY CHECK THE APPLICATION TO VIEW THE MOST CURRENT TERMS.
1. USE OF THE APPLICATION.
1.1 Definitions. As used in these Terms of Use, the following definitions apply:
“App User” means an individual natural person who has downloaded the Application under these Terms of Use.
“Location History” means location data collected from an App User’s mobile device leveraging GPS, Bluetooth and/or other features or software, that the App User elects to have recorded and stored within the Application installed on the App User’s mobile device.
“Publicly Available Safe Places Data ” means anonymized maps of public places where individuals diagnosed with Covid-19 have visited and data files of times they visited such places, as compiled and created by a third party, and made available via such third party’s Third Party Safe Places Web App.
“Safe Places Software” means open-source software, available at https://github.com/tripleblindmarket/safe-places , that facilitates contact tracing and related tasks, and is designed for use by third parties, such as government agencies.
“Third Party Safe Places Web App ” means a web-based application owned and operated by a third party, such as a government agency, that employs Safe Places Software to, among other things, publish Publicly Available Safe Places Data.
1.2 Application Features and Functionality. The Application is designed to enable App Users, at their option: (a) to record their Location History and to store such data locally in the Application downloaded to their mobile device, (b) to access Publicly Available Safe Places Data from one or more Third Party Safe Places Web Apps and download it to the Safe Paths App downloaded on their mobile device, and (c) to share their stored Location History with third parties that they choose.
1.3 Application License. The Application and the information and content available therein are protected by copyright laws throughout the world. Subject to your compliance with this Agreement, PCI grants you a limited non-exclusive, non-transferable, non-sublicensable, revocable license to download, install and use a copy of the Application on a single mobile device or computer that you own or control and to run such copy of the Application solely for your own personal or internal business purposes. Certain components or libraries included in or bundled with the Application constitute open source software and are licensed under open source licenses. To the extent required by such open source licenses, the terms of such licenses will apply in lieu of the terms of this Section 1.3, solely with respect to those components or libraries that are licensed under such open source licenses. For a copy of such open source licenses, visit https://github.com/tripleblindmarket/covid-safe-paths/blob/develop/LICENSE . Furthermore, with respect to any Application accessed through or downloaded from the Apple App Store (an“App Store Sourced Application” ), you will only use the App Store Sourced Application (a) on an Apple-branded product that runs the iOS (Apple’s proprietary operating system) and (b) as permitted by the “Usage Rules” set forth in the Apple App Store Terms of Service. Notwithstanding the first sentence in this section, with respect to any Application accessed through or downloaded from the Google Play store (a “ Google Play Sourced Application”), you may have additional license rights with respect to use of the Application on a shared basis within your designated family group.
1.4 Updates. You understand that to keep the Application most useful for App Users and to accommodate bug fixes and other technological changes, PCI may make updates to the Application after you download the Application. These updates will be made available to App Users from the third party from whom you received the Application license, e.g., the Apple App Store or Google Play (each, an “App Store ”). You will have the ability, at your option, to download any updates to the Application that we make freely available through such channels. We do not require you to install any updates in order for you to continue using the Application after we make such updates available. This is because we do not retain any information about you when you download the Application. Therefore, we will not know whether you have installed any such updates. Accordingly, you acknowledge and agree that if you elect NOT to install available updates, the Application may not operate in accordance with publicly available documentation regarding the features and functionality of the Application, which documentation may be updated after the time you originally downloaded it. In addition, you may need to update third-party software from time to time in order to use the Application. Any updates issued by PCI and installed by you shall be deemed the Application and shall be governed by this Safe Places EULA or any subsequent end user license agreement accompanying the update.
1.5 Necessary Equipment and Software. You must provide all equipment and software necessary to download and use the Application and to connect to any third party services or sites, including but not limited to, a mobile device that is suitable to connect with and use the Application. You are solely responsible for any fees, including Internet connection or mobile fees, that you incur when accessing the Application.
1.6 Responsibility for Location History and Other Data Collected and Stored by You. PCI has no access to the Location History or any other data you collect, receive and store in the installed Application or otherwise on your mobile device. Therefore, PCI has no responsibility or liability for the deletion or accuracy of the Location History or other data you collect, receive or store in the Application or the failure to store, transmit or receive transmission of Location History or other data; or the security, privacy, storage, or transmission of other communications originating with or involving use of the Application.
2. OWNERSHIP.
2.1 Application. Except with respect to your Location History and other data you may collect, retrieve from third parties and store in the Application on your device, you agree that PCI and its suppliers own all rights, title and interest in and to the Application. You will not remove, alter or obscure any copyright, trademark, service mark or other proprietary rights notices incorporated in or accompanying the Application.
2.2 Trademarks.COVID Safe Paths and all related graphics, logos, service marks and trade names used on or in connection with the Application or in connection therewith are the trademarks of PCI and may not be used without permission in connection with your, or any third-party, products or services. Other trademarks, service marks and trade names that may appear on or in the Application are the property of their respective owners.
3. COLLECTION AND USE OF YOUR PERSONAL INFORMATION. You acknowledge that the Application may collect personal information about you (through your choice to store information in the Application or through automatic technology tools), including your Location History. You acknowledge that the Application may provide you with opportunities to share personal information about yourself, including your Location History with others. All personal information in connection with this Application is subject to our Privacy Policy. By downloading, installing, using, and providing personal information to or through this Application, you consent to all actions taken by us with respect to your personal information in compliance with the Privacy Policy. For some features of the Application, specific consent is required. In addition, you may choose to disclose, through other means not associated with the Application, any part of your personal information to family members, doctors, health care providers, governmental agencies, or other individuals or entities. We recommend that you make your choices regarding sharing your personal information, through the Application or otherwise, carefully. We will have no liability for any consequences that may result because you have released or shared information, through the Application or otherwise, with a third party.
4. FEEDBACK. If you provide PCI with any ideas, suggestions, documents, and/or proposals (“Feedback” ) via email or another means, you do so at your own risk and you acknowledge and agree that PCI has no obligations (including without limitation obligations of confidentiality) with respect to such Feedback. You represent and warrant that you have all rights necessary to submit the Feedback. You hereby grant to PCI a fully paid, royalty-free, perpetual, irrevocable, worldwide, non-exclusive, and fully sublicensable right and license to use, reproduce, perform, display, distribute, adapt, modify, re-format, create derivative works of, and otherwise commercially or non-commercially exploit in any manner, any and all Feedback, and to sublicense the foregoing rights, in connection with the operation and maintenance of the Application, any other PCI products or services, or PCI’s business.
5. APP STORES. You acknowledge and agree that the availability of the Application is dependent on the App Store from whom you received the Application license. You acknowledge that this Agreement is between you and PCI and not with the App Store. PCI, not the App Store, is solely responsible for the Application, including the content PCI makes available therein, and the maintenance, support services, and warranty therefor, and addressing any claims relating thereto (e.g., product liability, legal compliance or intellectual property infringement). In order to use the Application, you must have access to a wireless network, and you agree to pay all fees associated with such access. You also agree to pay all fees (if any) charged by the App Store in connection with the Application. You agree to comply with, and your license to use the Application is conditioned upon your compliance with all terms of agreement imposed by the applicable App Store when using the Application. You acknowledge that the App Store (and its subsidiaries) are third-party beneficiaries of this Agreement and will have the right to enforce it.
6. FEES. No fees shall be payable under this Agreement for the rights granted under this Agreement. You acknowledge and agree that this fee arrangement is made in consideration for the mutual covenants set forth in this Agreement, including your obligations hereunder, and the disclaimers, exclusions, and limitations of liability set forth herein.
7. INDEMNIFICATION. You agree to indemnify and hold PCI, its parents, subsidiaries, affiliates, officers, employees, volunteers, agents, partners, suppliers, and licensors (each, a “PCI Party ” and collectively, the “PCI Parties” ) harmless from any losses, costs, liabilities and expenses (including reasonable attorneys’ fees) relating to or arising out of any and all of the following: (a) your use of, or inability to use the Application; (b) your violation of this Agreement; (c) your violation of any rights of another party; or (d) your violation of any applicable laws, rules or regulations. PCI reserves the right, at its own cost, to assume the exclusive defense and control of any matter otherwise subject to indemnification by you, in which event you will fully cooperate with PCI in asserting any available defenses. This provision does not require you to indemnify any of the PCI Parties for any unconscionable commercial practice by such party or for such party’s fraud, deception, false promise, misrepresentation or concealment, suppression or omission of any material fact in connection with the Application provided hereunder. You agree that the provisions in this section will survive any termination of this Agreement and/or your use of or access to Application.
8.
(a) THE PCI PARTIES MAKE NO WARRANTY, REPRESENTATION OR CONDITION THAT: (1) THE APPLICATION OR ITS FEATURES WILL MEET YOUR REQUIREMENTS; (2) YOUR USE OF THE APPLICATION WILL BE UNINTERRUPTED, TIMELY, SECURE OR ERROR-FREE; OR (3) THE RESULTS THAT MAY BE OBTAINED FROM USE OF THE APPLICATION WILL BE ACCURATE OR RELIABLE.

(c) THE AVAILABILITY OF THE APPLICATION AND ITS FEATURES MAY BE SUBJECT TO DELAYS, CANCELLATIONS AND OTHER DISRUPTIONS. PCI MAKES NO WARRANTY, REPRESENTATION OR CONDITION WITH RESPECT TO THE APPLICATION OR ITS FEATURES, INCLUDING BUT NOT LIMITED TO, THE QUALITY, EFFECTIVENESS, REPUTATION AND OTHER CHARACTERISTICS THEREOF.
(d) NO ADVICE OR INFORMATION, WHETHER ORAL OR WRITTEN, OBTAINED FROM PCI OR THROUGH THE APPLICATION WILL CREATE ANY WARRANTY NOT EXPRESSLY MADE HEREIN.
(e) FROM TIME TO TIME, PCI MAY OFFER NEW “BETA” FEATURES OR TOOLS WITH WHICH ITS USERS MAY EXPERIMENT. SUCH FEATURES OR TOOLS ARE OFFERED SOLELY FOR EXPERIMENTAL PURPOSES AND WITHOUT ANY WARRANTY OF ANY KIND, AND MAY BE MODIFIED OR DISCONTINUED AT PCI’S SOLE DISCRETION. THE PROVISIONS OF THIS SECTION APPLY WITH FULL FORCE TO SUCH FEATURES OR TOOLS.
8.2 NOT INTENDED AS MEDICAL ADVICE.  IT IS NOT INTENDED AS MEDICAL ADVICE OF ANY KIND NOR IS IT INTENDED TO DIAGNOSE, TREAT, CURE OR PREVENT ANY DISEASE OR MEDICAL CONDITION. THE INFORMATION PRESENTED IN THE APPLICATION SHOULD NOT BE INTERPRETED OR CONSTRUED IN ANY WAY AS A REPLACEMENT OR SUBSTITUTE FOR MEDICAL ADVICE PROVIDED BY YOUR DOCTOR OR OTHER QUALIFIED HEALTHCARE PROVIDER.   IT IS IMPORTANT FOR YOU TO DISCUSS YOUR TREATMENT OPTIONS, AND ANY QUESTIONS THAT YOU MAY HAVE, WITH YOUR DOCTOR OR OTHER QUALIFIED HEALTHCARE PROVIDER.
8.3 In making the Application available for download, PCI’s goal is to provide individuals with a useful tool for contact tracing. However, the utility of the Application’s features is dependent upon a number of factors that are outside the control of PCI, such as the reliability of GPS sensors, whether individuals are carrying their mobile devices, as well as the accuracy, reliability, availability, effectiveness or correct use of individual’s mobile devices and GPS sensors, all of which are used to create Location History, and for any Publicly Available Safe Places Data that you may upload into your Application from third party source, the accuracy and completeness of such data. Your Location History or other data may be unavailable, inaccurate or incomplete. Use of the Application should not replace your good judgment and common sense.
8.4 No Liability for Conduct of Third Parties.
9. LIMITATION OF LIABILITY.
9.1 Disclaimer of Certain Damages.  THE FOREGOING CAP ON LIABILITY SHALL NOT APPLY TO LIABILITY OF A PCI PARTY FOR (A) DEATH OR PERSONAL INJURY CAUSED BY A PCI PARTY’S NEGLIGENCE; OR FOR (B) ANY INJURY CAUSED BY A PCI PARTY’S FRAUD OR FRAUDULENT MISREPRESENTATION.
9.2 Cap on Liability. TO THE MAXIMUM EXTENT PERMITTED BY LAW, NOTWITHSTANDING ANYTHING TO THE CONTRARY CONTAINED HEREIN, OUR LIABILITY TO YOU FOR ANY DAMAGES ARISING FROM OR RELATED TO THESE TERMS OF USE (FOR ANY CAUSE WHATSOEVER AND REGARDLESS OF THE FORM OF THE ACTION), WILL AT ALL TIMES BE LIMITED TO A MAXIMUM OF FIFTY US DOLLARS (U.S. $50). THE EXISTENCE OF MORE THAN ONE CLAIM WILL NOT ENLARGE THIS LIMIT.
10. REMEDIES.
10.1 Violations. If PCI becomes aware of any possible violations by you of this Agreement, PCI reserves the right to investigate such violations. If, as a result of the investigation, PCI believes that criminal activity has occurred, PCI reserves the right to refer the matter to, and to cooperate with, any and all applicable legal authorities. PCI is entitled, except to the extent prohibited by applicable law, to disclose any information or materials you provide to PCI in connection with your use of the Application, to (a) comply with applicable laws, legal process or governmental request; (b) enforce these Terms of Use, (c) respond to your requests for customer service, or (d) protect the rights, property or personal safety of PCI or the public, and all enforcement or other government officials, as PCI, in its sole discretion believes to be necessary or appropriate.
11. TERM AND TERMINATION.
11.1 Term. This Agreement commences on the date when you accept them (as described in the preamble above) and remain in full force and effect while you use the Application, unless terminated earlier in accordance with this Agreement.
11.2 Prior Use. Notwithstanding the foregoing, you hereby acknowledge and agree that this Agreement commenced on the earlier to occur of (a) the date you first used the Application or (b) the date you accepted this Agreement and will remain in full force and effect while you use the Application, unless earlier terminated in accordance with this Agreement.
11.3 Termination by You. If you want to terminate this Agreement, you may do so by deleting the Application from your mobile device.
11.4 Effect of Termination. Termination of this Agreement requires you to delete the Application and cease all use of it. All provisions of this Agreement which by their nature should survive, shall survive termination, including without limitation, ownership provisions, warranty disclaimers, and limitation of liability.
12. INTERNATIONAL USERS. The Application is intended solely for use in the United States of America. PCI makes no representations that the Application is functional in other locations. Those who access or use the Application from other countries do so at their own risk and are responsible for use in compliance with local law.
13. DISPUTE RESOLUTION. Please read the following arbitration agreement in this Section (“Arbitration Agreement ”) carefully. It requires U.S. users to arbitrate disputes with PCI and limits the manner in which you can seek relief from us.
13.1 Applicability of Arbitration Agreement.You agree that any dispute, claim, or request for relief relating in any way to your access or use of the Application or to any aspect of your relationship with PCI, will be resolved by binding arbitration, rather than in court, except that (1) you may assert claims or seek relief in small claims court if your claims qualify,; and (2) you or PCI may seek equitable relief in court for infringement or other misuse of intellectual property rights (such as trademarks, trade dress, domain names, trade secrets, copyrights, and patents). This Arbitration Agreement shall apply, without limitation, to all disputes or claims and requests for relief that arose or were asserted before the effective date of this Agreement or any prior version of this Agreement.
13.2 Arbitration Rules and Forum The Federal Arbitration Act governs the interpretation and enforcement of this Arbitration Agreement. To begin an arbitration proceeding, you must send a letter requesting arbitration and describing your dispute or claim or request for relief to our registered agentSamuel Hoff c/o Pierce & Mandell, P.C. 11 Beacon Street Suite 800, Boston MA 02108. The arbitration will be conducted by JAMS, an established alternative dispute resolution provider.Disputes involving claims, counterclaims, or request for relief under $250,000, not inclusive of attorneys’ fees and interest, shall be subject to JAMS’s most current version of the Streamlined Arbitration Rules and procedures available at http://www.jamsadr.com/rules-streamlined-arbitration/; all other disputes shall be subject to JAMS’s most current version of the Comprehensive Arbitration Rules and Procedures, available at http://www.jamsadr.com/rules-comprehensive-arbitration/. JAMS’s rules are also available at www.jamsadr.com or by calling JAMS at<PHONE_NUMBER>. If JAMS is not available to arbitrate, the parties will select an alternative arbitral forum. If the arbitrator finds that you cannot afford to pay JAMS’s filing, administrative, hearing and/or other fees and cannot obtain a waiver from JAMS, PCI will pay them for you. In addition, PCI will reimburse all such JAMS’s filing, administrative, hearing and/or other fees for disputes, claims, or requests for relief totaling less than $10,000 unless the arbitrator determines the claims are frivolous.
You may choose to have the arbitration conducted by telephone, based on written submissions, or at another mutually agreed location. Any judgment on the award rendered by the arbitrator may be entered in any court of competent jurisdiction.
13.3 Authority of Arbitrator . The arbitrator shall have exclusive authority to (a) determine the scope and enforceability of this Arbitration Agreement and (b) resolve any dispute related to the interpretation, applicability, enforceability or formation of this Arbitration Agreement including, but not limited to, any assertion that all or any part of this Arbitration Agreement is void or voidable. The arbitration will decide the rights and liabilities, if any, of you and PCI. The arbitration proceeding will not be consolidated with any other matters or joined with any other cases or parties. The arbitrator shall have the authority to grant motions dispositive of all or part of any claim. The arbitrator shall have the authority to award monetary damages and to grant any non-monetary remedy or relief available to an individual under applicable law, the arbitral forum’s rules, and this Agreement (including the Arbitration Agreement). The arbitrator shall issue a written award and statement of decision describing the essential findings and conclusions on which the award is based, including the calculation of any damages awarded. The arbitrator has the same authority to award relief on an individual basis that a judge in a court of law would have. The award of the arbitrator is final and binding upon you and us.
13.4 Waiver of Jury Trial . YOU AND PCI HEREBY WAIVE ANY CONSTITUTIONAL AND STATUTORY RIGHTS TO SUE IN COURT AND HAVE A TRIAL IN FRONT OF A JUDGE OR A JURY. You and PCI are instead electing that all disputes, claims, or requests for relief shall be resolved by arbitration under this Arbitration Agreement, except as specified in Section 13.1 above. An arbitrator can award on an individual basis the same damages and relief as a court and must follow this Agreement as a court would. However, there is no judge or jury in arbitration, and court review of an arbitration award is subject to very limited review.
13.5 Waiver of Class or Other Non-Individualized Relief.  If a decision is issued stating that applicable law precludes enforcement of any of this subsection’s limitations as to a given dispute, claim, or request for relief, then such aspect must be severed from the arbitration and brought into the State or Federal Courts located in the Commonwealth of Massachusetts. All other disputes, claims, or requests for relief shall be arbitrated.
13.6 30-Day Right to Opt Out. You have the right to opt out of the provisions of this Arbitration Agreement by sending written notice of your decision to opt out to<EMAIL_ADDRESS>within 30 days after first becoming subject to this Arbitration Agreement. Your notice must include your name and address, your email address, and an unequivocal statement that you want to opt out of this Arbitration Agreement. If you opt out of this Arbitration Agreement, all other parts of this Agreement will continue to apply to you. Opting out of this Arbitration Agreement has no effect on any other arbitration agreements that you may currently have, or may enter in the future, with us.
13.7 Severability. Except as provided in subsection 13.5, if any part or parts of this Arbitration Agreement are found under the law to be invalid or unenforceable, then such specific part or parts shall be of no force and effect and shall be severed and the remainder of the Arbitration Agreement shall continue in full force and effect.
13.8 Survival of Agreement. This Arbitration Agreement will survive the termination of your relationship with PCI.
13.9 Modification. Notwithstanding any provision in this Agreement to the contrary, we agree that if PCI makes any future material change to this Arbitration Agreement, you may reject that change within thirty (30) days of such change becoming effective by writing PCI at the following address: Path Check, Inc. PO Box 441621, Somerville MA 02144
14. GENERAL PROVISIONS.
14.1 Electronic Communications. The communications between you and PCI may take place via electronic means, whether you send PCI e-mails, or whether PCI posts notices in the Application or through updates made to the Application in accordance with this Terms of Use or communicates with you via e-mail. For contractual purposes, you (a) consent to receive communications from PCI in an electronic form; and (b) agree that all terms and conditions, agreements, notices, disclosures, and other communications that PCI provides to you electronically satisfy any legal requirement that such communications would satisfy if it were to be in writing. The foregoing does not affect your statutory rights, including but not limited to the Electronic Signatures in Global and National Commerce Act at 15 U.S.C. §7001 et seq. (“E-Sign”).
14.2 Release. You hereby release the PCI Parties and their successors from claims, demands, any and all losses, damages, rights, and actions of any kind, including personal injuries, death, and property damage, that is either directly or indirectly related to or arises from any interactions with or conduct of operators of Third Party Safe Places Web Apps, healthcare providers, governmental agencies, of any kind arising in connection with or as a result of this Agreement or your use of the Application. If you are a California resident, you hereby waive California Civil Code Section 1542, which states, “A general release does not extend to claims that the creditor or releasing party does not know or suspect to exist in his or her favor at the time of executing the release and that, if known by him or her, would have materially affected his or her settlement with the debtor or released party.” The foregoing release does not apply to any claims, demands, or any losses, damages, rights and actions of any kind, including personal injuries, death or property damage for any unconscionable commercial practice by a PCI Party or for such party’s fraud, deception, false, promise, misrepresentation or concealment, suppression or omission of any material fact in connection with the Application provided hereunder.
14.3 Assignment. This Agreement, and your rights and obligations hereunder, may not be assigned, subcontracted, delegated or otherwise transferred by you without PCI’s prior written consent, and any attempted assignment, subcontract, delegation, or transfer in violation of the foregoing will be null and void.
14.4 Force Majeure. PCI shall not be liable for any delay or failure to perform resulting from causes outside its reasonable control, including, but not limited to, acts of God, war, terrorism, riots, embargos, acts of civil or military authorities, fire, floods, accidents, strikes or shortages of transportation facilities, fuel, energy, labor or materials.
14.5 Questions, Complaints, Claims. If you have any questions, complaints or claims with respect to the Application, please contact us at<EMAIL_ADDRESS>14.6 Exclusive Venue. To the extent the parties are permitted under this Agreement to initiate litigation in a court, both you and PCI agree that all claims and disputes arising out of or relating to this Agreement will be litigated exclusively in the state or federal courts located in Boston, Massachusetts.
14.7 Governing Law THE TERMS AND ANY ACTION RELATED THERETO WILL BE GOVERNED AND INTERPRETED BY AND UNDER THE LAWS OF THE COMMONWEALTH OF MASSACHUSETTS, CONSISTENT WITH THE FEDERAL ARBITRATION ACT, WITHOUT GIVING EFFECT TO ANY PRINCIPLES THAT PROVIDE FOR THE APPLICATION OF THE LAW OF ANOTHER JURISDICTION. THE UNITED NATIONS CONVENTION ON CONTRACTS FOR THE INTERNATIONAL SALE OF GOODS DOES NOT APPLY TO THIS AGREEMENT.
14.8 Choice of Language. It is the express wish of the parties that this Agreement and all related documents have been drawn up in English.
14.9 Notice. You may give notice to PCI at the following address:Path Check, Inc. PO Box 441621, Somerville MA 02144. Such notice shall be deemed given when received by PCI by letter delivered by nationally recognized overnight delivery service or first class postage prepaid mail at the above address.
14.10 Waiver. Any waiver or failure to enforce any provision of this Agreement on one occasion will not be deemed a waiver of any other provision or of such provision on any other occasion.
14.11 Severability. If any portion of this Agreement is held invalid or unenforceable, that portion shall be construed in a manner to reflect, as nearly as possible, the original intention of the parties, and the remaining portions shall remain in full force and effect.
14.12 Export Control. You may not use, export, import, or transfer the Application except as authorized by U.S. law, the laws of the jurisdiction in which you obtained PCI Properties, and any other applicable laws. In particular, but without limitation, the Application may not be exported or re-exported (a) into any United States embargoed countries, or (b) to anyone on the U.S. Treasury Department’s list of Specially Designated Nationals or the U.S. Department of Commerce’s Denied Person’s List or Entity List. By using the Application, you represent and warrant that (y) you are not located in a country that is subject to a U.S. Government embargo, or that has been designated by the U.S. Government as a “terrorist supporting” country and (z) you are not listed on any U.S. Government list of prohibited or restricted parties. You also will not use the Application for any purpose prohibited by U.S. law, including the development, design, manufacture or production of missiles, nuclear, chemical or biological weapons. You acknowledge and agree that products, services or technology provided by PCI are subject to the export control laws and regulations of the United States. You shall comply with these laws and regulations and shall not, without prior U.S. government authorization, export, re-export, or transfer PCI products, services or technology, either directly or indirectly, to any country in violation of such laws and regulations.
14.13 Accessing and Downloading the Application from iTunes. The following applies to any App Store Sourced Application accessed through or downloaded from the Apple App Store:
(a) You acknowledge and agree that (i) this Agreement is concluded between you and PCI only, and not Apple, and (ii) PCI, not Apple, is solely responsible for the App Store Sourced Application and content thereof. Your use of the App Store Sourced Application must comply with the App Store Terms of Service.
(b) You acknowledge that Apple has no obligation whatsoever to furnish any maintenance and support services with respect to the App Store Sourced Application.
(c) In the event of any failure of the App Store Sourced Application to conform to any applicable warranty, you may notify Apple, and Apple will refund the purchase price for the App Store Sourced Application to you and to the maximum extent permitted by applicable law, Apple will have no other warranty obligation whatsoever with respect to the App Store Sourced Application. As between PCI and Apple, any other claims, losses, liabilities, damages, costs or expenses attributable to any failure to conform to any warranty will be the sole responsibility of PCI.
(d) You and PCI acknowledge that, as between PCI and Apple, Apple is not responsible for addressing any claims you have or any claims of any third party relating to the App Store Sourced Application or your possession and use of the App Store Sourced Application, including, but not limited to: (i) product liability claims; (ii) any claim that the App Store Sourced Application fails to conform to any applicable legal or regulatory requirement; and (iii) claims arising under consumer protection or similar legislation.
(e) You and PCI acknowledge that, in the event of any third-party claim that the App Store Sourced Application or your possession and use of that App Store Sourced Application infringes that third party’s intellectual property rights, as between PCI and Apple, PCI, not Apple, will be solely responsible for the investigation, defense, settlement and discharge of any such intellectual property infringement claim to the extent required by this Agreement.
(f) You and PCI acknowledge and agree that Apple, and Apple’s subsidiaries, are third-party beneficiaries of this Agreement as related to your license of the App Store Sourced Application, and that, upon your acceptance of the terms and conditions of this Agreement, Apple will have the right (and will be deemed to have accepted the right) to enforce this Agreement as related to your license of the App Store Sourced Application against you as a third-party beneficiary thereof.
(g) Without limiting any other terms of this Agreement, you must comply with all applicable third-party terms of agreement when using the App Store Sourced Application.
14.14 Consumer Complaints. In accordance with California Civil Code §1789.3, you may report complaints to the Complaint Assistance Unit of the Division of Consumer Services of the California Department of Consumer Affairs by contacting them in writing at 1625 North Market Blvd., Suite N 112, Sacramento, CA 95834, or by telephone at<PHONE_NUMBER>.
14.15 Entire Agreement. This Agreement is the final, complete and exclusive agreement of the parties with respect to the subject matter hereof and supersedes and merges all prior discussions between the parties with respect to such subject matter.


--- title: New Relic description: An Istio Mixer adapter to send telemetry data to New Relic. location: https://istio.io/docs/reference/config/policy-and-telemetry/adapters/newrelic.html layout: protoc-gen-docs generator: protoc-gen-docs provider: New Relic, Inc. source_link: https://github.com/newrelic/newrelic-istio-adapter latest_release_link: https://github.com/newrelic/newrelic-istio-adapter/releases supported_templates: metric, tracespan number_of_entries: 3 ---
An Istio Mixer adapter to send telemetry data to New Relic.
Configuration format for the newrelic
adapter.
Describes how to represent an Istio metric instance in New Relic.
New Relic Metric types.
| Name | Description |
|---|---|
UNSPECIFIED |
Default and invalid unspecified type. An error will be logged and the metric dropped if unspecified. |
GAUGE |
A New Relic This metric type represents the instantaneous state of something or process that can both increase and decrease in value. For example, this metric type would be used to record:
|
COUNT |
A New Relic This metric type represents the number of occurrences for an event within a time window. It is important to note that this is not the cumulative tally of occurrences since the beginning of measurements. Rather, this metric type represents the change in the cumulative tally of events within a time window. For example, this metric type would be used to record:
|
SUMMARY |
New Relic This metric type reports aggregated information about discrete events. The information is recorded as a count of events, average event values, sum of event values, and the minimum and maximum event values observed within a time window. For example, this metric type would be used to record:
|


This project tries to visualize drug use in Europe and what could be an influence on drug use in the European countries.
Marije Dekker, 10785949
Programmeerproject
In this map is visualized how drug use is distributed over Europe and how much the drug is used in each European country.
All the values are the percentage of regular drug users of the population of the country.
Drug:
This data comes from the World Drug Report 2014
For more information see: World Drug Report 2014.
The drugs are separated in the following groups:
Click on the drugs for more information or take a look at www.drugs.com.
Some facts about the map:
Click on a country in the map or scatterplot to see the ratio of the regular users by drugs in that country.
Some interesting countries to look at are: Iceland, Kazakhstan, Poland, Macedonia and Turkey.
By choosing an influence and/or drug you can see what factor could have an influence on drug use or if there is a correlation between the factor and drug use.
Drug:
Influence:
The percentage of school dropouts from the 20 - 24 year olds.
From Eurostat.
The percentage of 30 - 34 year olds with tertiair education.
From Eurostat.
The percentage of people that have to live with less than $1.90 per day.
From OECD.
The percentage of people of the population of the country that is incarcerated.
From Eurostat.
The percentage of people of the total population of the country who smoke every day.
From OECD.
The percentage of people of the total population of the country who are unemployed.
From Eurostat.
Some interesting facts to look at in the plot are:


muchtrans.com
List of translations
Becoming a 10x Developer
Tim Cook's memo at AAPL hits $1 trillion market cap
Python Community Interview With Mariatta Wijaya
Ryuichi Sakamoto – “We are destroying the world.”


PDF Resume | TXT Resume
SARA MURRAY
Austin, TX * http://candypunk.io *<EMAIL_ADDRESS>SYSTEM ADMINISTRATOR
- Experience configuring, monitoring, upgrading and maintaining systems hardware, software and related infrastructure.
- Strong analytic skills; able to work with technicians from various engineering disciplines to troubleshoot complex system-level issues.
- Experience providing help-desk style support.
PROJECTS
Tootstream, social media client for command line
github.com/magicalraccoon/tootstream
- Command line interface for interacting with Mastodon instances.
- Python code available on Github with many contributors.
- API interaction and HTTP requests.
Candypunk.io, personal portfolio site
http://candypunk.io
- Static blog and information page.
- Served with Jekyll.
- Written with Markdown.
EXPERIENCE
In-home System Administrator
- Provide systems administration support for Linux systems including server and workstation upgrades, backup and monitoring, user account setup and security administration. Perform system backups and recovery procedures.
- Created and optimized Linux scripts using the Bourne Shell.
- Updated Linux OS patches.
- Managed and deployed virtual servers for testing purposes.
- Technical, analytic and problem-solving skills; effective task prioritization.
- Deployed nightly backup scripts to both on-site and off-site storage.
TECHNICAL SKILLS
- Linux/RHEL Administration
- Python
- Unix/Linux Shell Scripting
- Hypervisor virtualization
- Git/Github
- LANs
- TCP/IP Networking
- Routers
- DNS
- IPtables
Reference available upon request


PH 1976L Fundamentals of Data Analytics and Predictions
Instructor: Dr. Xi (Rossi) LUO
Navigate slides: Use left/right arrow keys.
Export to PDF (printing): append ?print-pdf to the URL and then press CTRL/CMD + P (instructions).
For example, view the first lecture slides at https://bigcomplexdata.com/statml/intro.html and print at https://bigcomplexdata.com/statml/intro.html?print-pdf


Read and write interesting short stories with Gone Mad! Start by selecting a template, which contains some blanks for you to fill in. Enter words that fit the descriptions. The more creative you are, the crazier the final story will turn out. After completing all of the blanks, the final story will be displayed, containing the words you filled in. If you like your version of story, you can export it to Memo Pad.
Installation of Gone Mad! is like installing any other Palm OS program:
When the synchronization is done you will have a 'Gone Mad!' icon in the Unfiled category on your Palm PDA. Feel free to move Gone Mad! to another category.
When starting Gone Mad! for the first time three default stories will be loaded. Tap a story to name to enter keywords.
The keywords needs to be entered to create the final story. When all keywords have been entered, tap View to view the final story. To clear the keywords list select the Clear Keywords entry in the menu. To clear an individual keyword tap the little scissor icon next to the keyword field.
If you want to change one or more of the keywords tap Back. To skip the story altogether tap Templates. When satisfied with the final story tap Export to export the final story to Memo Pad. If you want to change a word or two tap the lock icon to unlock the story - now you can edit the story.
On the main screen you can tap the little page icon to edit the story template. You can beam the story template to another Gone Mad! user by selecting the Beam entry in the menu. You can export the template to Memo Pad by selecting the Export entry in the menu.
You can import Story Templates from Memo Pad by selecting the Import entry in the menu. This will enable you to import a whole category as templates.
You can import one Story Template from Memo Pad by tapping the Import button. This will bring up the Memo Browser. Tap the memo entry to import.
You can export Story Templates to Memo Pad by selecting the Export entry in the menu. This will enable you to export a whole category as templates.
The easiest way to create story templates is to create them as memos in the Memo program in Palm Desktop. HotSync and import the template. Alternatively, you can create a new story template by tapping the New button on the main form.
To add a keyword enter a keyword description in square brackets. F.ex:
Gone Mad! is truly [adjective]!
If you create a new story template, enter the above text and then select the story name from the Templates list on the main screen you will go to the keywords screen where you have to input one word/phrase, adjective. If you f.ex. enter awesome as a response to the adjective request and tap View the following story will be created:
Gone Mad! is truly awesome!
For a more thorough explanation and for examples please visit Tony Vincents Gone Mad! Page.
Currently Gone Mad! supports the following System Keywords:
| Keyword | Description | |
|---|---|---|
| *name | Expands to the handheld user name. | |
| *date | Expands to the current date. | |
| *time | Expands to the current time. |
System keywords must be entered in square brackets - [*name], [*date], [*time].
Keywords are case insensitive. That is, [adjective], [ADJECTIVE] and [AdJeCtIvE] all refers to the same keyword.


!= HtmlService.createHtmlOutputFromFile('Style').getContent(); ?>
Campaign:
Template:
Subject:
After sending a campaign, you'll receive an email with a summary of results.


The -ext command allows one to integrate external programs into the processing flow. seesv:seesv -ext <id> <arguments> The id is used to look up an environment variable (or RAMADDA runtime property) of the form:
seesv_ext_<id>=/path/to/executableAny command line arguments given up to but not including an argument that equals "-" are passed in to the executable. The executable is called with the given arguments. Each row that is processed is converted into a CSV string which is passed to the external command on the stdin. A CSV text string is then read from the external command. This line is then passed on in the processing flow. If you want to skip a line the return the string "_null_".


Documentation
Everything you need to create a game with FRAG
Documentation is still very much a work in progress. Please understand there may be rapid changes to this section of the website.
After the framework has been initialized, the application is given a chance to do the same.
Along with creating the initial application state, it is common to load any resources that the application might depend on, during this phase of the application lifecycle.
Listeners for framework-related events should also be registered during this phase of the game loop.
Initialization
of a FRAG application


Hello
* * *
## Table of Contents
- [FREE Photo Cataloguer Image Tagger Face Recognition App!](#FREE_Photo_Cataloguer_Image_Tagger_Face_Recognition_App)
- [Introduction](#Introduction)
- [Azure Cognitive Services](#Azure_Cognitive_Services)
- [Vision Service](#Vision_Service)
- [Computer Vision](#Computer_Vision)
- [Face](#Face)
- [Video Indexer](#Video_Indexer)
-
- [Content moderator](#Content_moderator)
- [Custom Vision](#Custom_Vision)
- [Face API](#Face_API)
- [Photo Store Analyze App - Identify, Catalogue & Search](#Photo_Store_Analyser_App_Identify_Catalogue_amp_Search)
- [For absolute beginners](#For_absolute_beginners)
- [1. How to download project code](#How_to_download_project_code)
- [2. How to install a Development Environment](#How_to_install_a_Development_Environment)
- [3. How to open a project](#How_to_open_a_project)
- [4. How to set up a database (optional)](#How_to_set_up_a_database)
-
- [5. How to run an application](#How_to_run_an_application)
- [Let's do it! Analyse your photo collection in five simple steps](#How_to_analyse_your_photo_collection_in_five_simple_steps)
- [1. Get the project](#Get_the_project)
- [2. Prepare your training images.](#Prepare_your_training_images)
- [3. Train the service](#Train_the_service)
- [4. Go scan your photo stores!](#Go_scan_your_photo_stores)
- [5) List and locate all the locally stored images of a person!](#List_and_locate_all_the_locally_stored_images_of_a_person)
- [Digging Deeper - Dev Deets! (details for developers)](#Dev_Deets)
-
- [LargePersonGroup](#LargePersonGroup)
- [LargePersonGroup Person](#LargePersonGroup_Person)
- [Face Algorithms](#Face_Algorithms)
- [Handling API Limits & Other Transient Errors](#Handling_API_limits)
- [Metadata](#Metadata)
- [Training](#Training)
- [Getting Smarter](#Getting_Smarter)
- [Age, Taken Dates and File Dates](#Age_Taken_Dates_and_File_Dates)
- [Cloud Crowd Cleverness](#Crowd_Cloud_Cleverness)
- [Some costs and calculations](#Some_costs_and_calculations)
- [Other Notes of Technical Interest](#Other_Notes_of_Technical_Interest)
- [My Big Issues and Future Wants](#My_Big_Issues_and_Future_Wants)
- [To Do](#To_Do)
**[in progress]**
# FREE Photo Cataloguer Image Tagger Face Recognition App!
If you landed here after searching for a photo tagging/management/searching App, you found it!
**A Windows Store version of this App is awaiting certification and should soon be in the store.
**
**Please check back, very soon.**
If you're a developer, jump to the "Dev Deets" section, for a deep dive under the hood.
Azure cognitive Services really do offer you that tool you always wanted. There's a generous quota given for the trial to manage most people's history of happy snaps and you can adapt it to your own needs!
Follow a few simple steps below and use the free trial credits to tag most of the people in all your photo stores, in just one day!
***If you just want the App, scroll past the introductions and get analysing within minutes!***
# Introduction
Microsoft's latest Artificial Intelligence tool - Azure Cognitive Services (Face API) - is a dream come true!
You can utilise the **free tier** of the service to make [at time of writing]
**30,000 free calls** at 20 per minute.
That's 28,000 actions in the first 24 hours!
If I tally all my family photos, scattered across various locations, I'd estimate about 6-8,000 in total, which I'd want to build a searchable database on.
Using just the initial free 30,000 credits, I can train, detect and catalogue who's in every image I've ever taken. Much faster than with any other tool I have found!
I'd like to enthuse to you about this tool and present a working example of a photo manager, which I hope can tag up to 80% of people automatically. Leaving the remaining manual tagging much easier.
Furthermore, we are also capturing **meta-data about the face, like age and mood**. We can also extend this to include landmarks and other objects we'd want to track.
# Azure Cognitive Services
[Cognitive Services](https://azure.microsoft.com/en-us/services/cognitive-services/) comes in five main flavours:
1. [Vision](https://azure.microsoft.com/en-us/services/cognitive-services/directory/vision/) - Image recognition & analysis services.
**This is the service we will be using.**
2. [Knowledge](https://azure.microsoft.com/en-us/services/cognitive-services/directory/know/) - Information mapping and analysing services
3. [Language](https://azure.microsoft.com/en-us/services/cognitive-services/directory/lang/) - Language and sentiment analysis and processing services
4. [Speech](https://azure.microsoft.com/en-us/services/cognitive-services/directory/speech/) - Text to speech, custom voices and analysis services
5. [Search](https://azure.microsoft.com/en-us/services/cognitive-services/directory/search/) - Powerful search services
This article specifically relates to the **Vision Service**.
# Vision Service
At time of writing, the Vision Service is divided into five API categories:
## Computer Vision
Image classification, Scene and activity recognition, Celebrity and landmark recognition, OCR and handwriting recognition.
## Face
Face detection, Person identification, Emotion recognition, Similarities and grouping.
**This is the API we will be using.**
## Video Indexer
Face, Object, scene and activity detection in video, metadata, audio, keyframe extraction and analysis.
###
## Content moderator
Explicit & offensive content moderation for both images & videos, custom block lists for images and text and moderator feedback tools.
## Custom Vision
Customizable image recognition
# Face API
This application programming interface (API) gives us all access to [
the world's most advanced image recognition algorithms](https://azure.microsoft.com/en-us/overview/ai-platform/#platform).
Multiple faces and other trained objects can be detected in images, including other meta-data like expressions, or hair colour.
Microsoft have produced an excellent tutorial and many code examples to get us started, see the links below.
This enables any competent programmer to get started in a few simple steps.
I hope this article helps even the most *code-challenged* reader tidy their burgeoning historical photo stores, once and for all!
This is to me, a job I've wanted to do for many years. Making all my old and beloved photos searchable - back out into the light once more!
# Photo Store Analyze App - Identify, Catalogue & Search
If you're a coder, jump past this next section.
For those who have never programmed, a FREE Microsoft Store version will be available shortly.
Until then, just a couple of quick downloads will still get you there, right now!
## For absolute beginners
Below are five things you need to know, to quick start your coding journey!
Just download some dev tools and then click next, next, next.
### **1. How to download project code**
The GitHub site listed below hosts the project and its code base. There is a download button, which gives you a zipped (compressed) version of the project. Once you download it, you can double click the zip and Windows will offer to unzip it
for you. Select a folder to unzip to. The project contains exactly the same files as Microsoft's original project, plus the extra code documented in this article.
**### 2. How to install a Development Environment**You must install [Visual Studio Code](https://code.visualstudio.com/) (free), [Visual Studio
Express/Community](https://www.visualstudio.com/vs/express/) (free), or [Visual Studio Professional/Enterprise](https://www.visualstudio.com/thank-you-downloading-visual-studio/?sku=Professional&rel=15) (free trial versions also available).
### 3. How to open a project
Once you've unzipped the project, you must double click the file below, to open the project:
..\Cognitive-Face-Windows\**Photo-App\****Photo-App.sln**
### **4. How to set up a database (optional)**
The app now has the option to store data as a local JSON file, or in a database - if you have or want one.
It defaults to local file storage, so no database is required to get started.
If you want a free database to better manage your photo data, please install [
SQL Express](https://www.microsoft.com/en-gb/sql-server/sql-server-editions-express), or create one in your Azure subscription.
If you use a local SQL Express server and installed everything as default, the rest will just work.
Otherwise, you may need to **make sure the connection string in App.config is correct**, as shown below:
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/3730.ConnectionString.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/3730.ConnectionString.PNG)
When you run the new Photos App for the first time, there will be a pause of a few seconds, while it creates a new database file.
###
**### 5. How to run an application**Once the project has opened, you can then simply press F5, to run the project and begin analyzing your photos!
# **Let's do it! Analyse your photo collection in five simple steps**
Below are the steps required to get started right now and begin cataloguing your photos.
If you're here because you're learning Azure Cognitive APIs, jump to the next section, where we open the hood and kick some tires!
## **1. Get the project**
**Download or clone the project** from GitHub: [**https://github.com/ProjectPete/Cognitive-Face-Windows**](https://github.com/ProjectPete/Cognitive-Face-Windows)
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/3678.Download.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/3678.Download.PNG)
## **2. Prepare your training images.**
**Place training images for each person into named subfolders** of a "group" folder.
**Or you can just create empty folders**, which will create the person. Then train images in, as you find some when the tool begins detecting unknown faces. For example the "Jones" folder will have subfolders called "Mary", "Bob" and "John". There
is a similar example already in this project, in a parent Folder called "Data":
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/7115.Group.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/7115.Group.PNG)
## **3. Train the service**
Use the first part of the "Face Identification Scenario" to **upload your training images**. You can then also use this scenario to test other images.
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/1777.Import.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/1777.Import.PNG)
**Note this demo also includes a new Retry feature**, because you will soon hit the 20 per minute limit.
I will be expanding on that with an improved version soon, which monitors the rate better than this simple "try every second" approach.
Next, click on the "**Sort My Photos**" menu link to see this new extended feature. You can edit your uploaded/trained groups, list training images used for each person.
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/8360.GroupManage.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/8360.GroupManage.PNG)
## **4.
Use the "**Scan Folder**" button to scan any local, USB, or network folders.
It builds a local database of metadata and associations.
It also keeps track of which files in a folder are already analysed and picks up just the new files next time.
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/4214.Scan.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/4214.Scan.PNG)
- If the analysis guesses wrong, just select the correct name from the drop down.
- If it is worth training for future analysis, check the checkbox.
You can even drag the mouse over the image, to **snip out a face that you want to train
**it to use:
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/1452.Snip.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/1452.Snip.PNG)
Once finished, you can go back and refresh the main group list, to see the matches:
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/8585.Found.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/8585.Found.PNG)
Now you can see the numbers have increased, as it has built up a database of matches for each person.
Note again above, the rate limiter. If something pauses during import, training or scanning, check the main window for messages.
## 5) List and locate all the locally stored images of a person!
Finally, use the **"Show Matching Files**" feature, to list your photos by person.
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/8103.Matches.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/8103.Matches.PNG)
From the list, you can open the image's containing folder with file selected, for easy access.
I will be extending this to search the stored image metadata, which brings so much more power to your photo catalogue.
# Digging Deeper - Dev Deets! (details for developers)
Now let's look briefly at the details from a developer's point of view.
I'll break this down even more, in a follow up article.
##
## LargePersonGroup
*"Free-tier: subscription quota: 1,000 large person groups.*
*S0-tier: subscription quota: 1,000,000 large person groups."*

You can run tasks like [
Face - Identify](https://westus.dev.cognitive.microsoft.com/docs/services/563879b61984550e40cbbe8d/operations/563879b61984550f30395239) against a group, to help narrow the range of suggestions.
## LargePersonGroup Person
*"Free-tier subscription quota: 1,000 persons in all large person groups, **
1,000,000 people in total!***
*S0-tier subscription quota: 1,000,000 persons per large person group. **
1,000,000,000 people in total!**"*
This is an individual within a group.
*To do more*
## Face Algorithms
"Supported face picture formats: JPEG, PNG, GIF (the first frame), and BMP. You can have 248 faces per person.
***"Free-tier: 248,000,000 trained faces in total!***
*S0-tier: 248,000,000,000
trained faces in total!"*
This is where the detection and comparing is done, against a presented face.

## Handling API Limits & Other Transient Errors
Microsoft throttle use of these services depending on the service you pay for.
For the free service, it's still a generous quota, but just twenty requests per minute. That means features like listing group persons and faces within may at times be a bit staccato (in chunks).
I've 'boiler plated' the code everywhere where it calls the API, with a standard retry handler for transient events. This is an important feature you should implement for all API calling code. I will be replacing this with a kind of "stopwatch sentinel singleton"
class. This will be a single pipeline for all API calls, with a stopwatch that maintains a 20/min flow. This would be preferred, as hammering the API every minute is not best practice. Many API responses have a time value to let you know how long to wait.
 We handle and retry for a couple of them, like Limit and Concurrent operation errors.
## Metadata
There is a lot of useful data returned with the Face identifications. Hair colour, emotions, landmarks, age (wildly inaccurate) and gender.
Of course, the values can vary and should be taken with a pinch of salt. But they do help narrow the possibilities of who the image may be.
I am surprised in fact, that I get the same person suggestion from two "identify" calls with different Faces - when both faces come from the same previous "detect" call.
With this demo app, this face metadata is kept in your local data store for each image that has been scanned and saved. You can therefore analyse this yourself, if you can handle JSON.
## Training
You must train your group, once you have provided the training faces to the service.
This App automatically does it whenever you open a group in the "Manage groups" page.
It also runs the training every time you add a face to a group manually, using the "Add to training" button when scanning a folder.
## Getting Smarter
The training time seems almost instant for under twenty people in a group, but can take up to half an hour to train a 1 million people group.
If you need to add faces dynamically, retraining can seem a problem. However you can make a "master" LargePersonGroup/LargeFaceList and then use a "buffer" LargePersonGroup/LargeFaceList for the new Persons/Faces. This is discussed more [**here**](https://docs.microsoft.com/en-us/azure/cognitive-services/face/face-api-how-to-topics/how-to-use-large-scale#train).
## Age, Taken Dates and File Dates
Some observations around the difficulties of such a service. Especially when it relates to
**closely "related" family faces** and changing appearances, as we age.
The service obviously has trouble distinguishing between sons, when the younger one looks like the older did at that same age.
This emphasizes the importance of retaining file dates, when copying between storage locations. Don't forget however, the file date you see in Windows explorer is the folder modified date. A copied file usually still retains it's original creation/modification
date. Copying folders instead of files is also safer.
I will be extending this demo app to let users add "birth date" metadata to people, beforehand. This will help date/age/identify the image & people within, during scanning.
## Cloud Crowd Cleverness
Consider passing the image to other Cognitive Services for a first or second opinion. For example, the Computer Vision API may tell you the picture has two people in it, but the Face API only finds one with the current rotation. Knowing you're missing one makes
it an automated decision to the rotate of the image and/or mask the first face out - which often finds the second face.
I produced an image recognition[plugin for iSpy, which you can also download](https://github.com/ProjectPete/iSpy-Azure-Cognitive-Services-Computer-Vision) and explore, or develop further. This analyses the images from my front door web cam.
## Some costs and calculations
As explained above, the service has price tiers and limitations for each.
You'll find a current price and limits list [
here](https://azure.microsoft.com/en-gb/pricing/details/cognitive-services/face-api/).
Once your trial expires, you can simply add the proper API service to your Azure subscription in a couple of clicks.
[![ ](https://social.technet.microsoft.com/wiki/resized-image.ashx/__size/550x0/__key/communityserver-wikis-components-files/00-00-00-00-05/3681.PortalSelect.PNG)](http://social.technet.microsoft.com/wiki/cfs-file.ashx/__key/communityserver-wikis-components-files/00-00-00-00-05/3681.PortalSelect.PNG)
## Other Notes of Technical Interest
The original sample project and this App use an IsolatedStorage location, for data storage.
This is a secure location that only your login user (or an admin who changes access rights) can access.
This is a good solution, but the implementation shown, means republishing it in Windows Store creates a new location and can lose the original data.
There are ways to mitigate this, which i will expand on in another article.
The project is a WPF application, which uses an View Model to trigger PropertyChanged events, which bubble changes up to the UI.
It also uses a Code First data model, which creates the database and tables.
Entity Framework is used to access the data model.
You can use any local relational database which you can configure with a connection string, within the App.
# My Big Issues and Future Wants
- Why does it still suggest two faces in an image are the same person? Pick one and give the other the next best guess.
- Family are [**inherently**] hard to differentiate! Forgive the pun!
Why tell me the "4 year old boy" is from the face set that holds pictures analysed as mostly a "fully grown woman"?
Is it weighing similar face points as more important than sex and age clues?
- If I rotate the image manually and re-identify, it often finds the face. As documented, the head cannot be too tilted.
This service should offer "rotate and recheck" as part of the 'due diligence' of service.
Meanwhile, tools are built into this Photo App to rotate, move and scale the image.
- *To do more*
# **To Do**
- Finish digging deeper into the service and code
- Add more features
- Add see also, read more, etc
* * *


{{extend 'layout.html'}}
Update your UVa Online Judge handle {{=A("now", _href=URL("user", "uva_handle"), _target="_blank")}} to build a strong StopStalk profile
Please take some time to fill out this {{=A("Survey Form", _href="http://goo.gl/oeLZHd", _target="_blank")}}
{{=table}} {{else:}}Update your UVa Online Judge handle {{=A("now", _href=URL("user", "uva_handle"), _target="_blank")}} to build a strong StopStalk profile
Please take some time to fill out this {{=A("Survey Form", _hred="http://goo.gl/oeLZHd", _target="_blank")}}


{% extends "base.html" %} {% load static i18n %} {% block content %}
Your digital edition is being exported to GitHub. You will receive an email at {{ email }} when the export is complete.
Your repo will be available at {{ repo_link }}. The site will be available at {{ site_link}}.
{% else %}Your digital edition is being exported. You will receive an email at {{ email }} when the export is complete with a link to download the file.
{% endif %}


@* * Copyright 2021 HM Revenue & Customs * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *@ @import config.FrontendAppConfig @import uk.gov.hmrc.play.views.html._ @import views.html._ @import models.Link @import viewmodels.PspSchemeDashboardCardViewModel @this( main_template: main_template, appConfig: FrontendAppConfig ) @( schemeName: String, aftPspSchemeDashboardCards: Html, cards: Seq[PspSchemeDashboardCardViewModel], returnLink: Option[Link] = None )( implicit request: Request[_], messages: Messages ) @main_template( title = schemeName, mainContentContainerClasses = Some("full-width") ) { @components.heading(schemeName)


--- layout: post title: ! 'Decor: Visit to HomeCenter & Random Picks' tags: - Decor status: publish type: post published: true meta: _edit_last: '2' _aioseop_keywords: Homecenter Bangalore _aioseop_title: Visit to Homecenter _yoast_wpseo_linkdex: '0' _thumbnail_id: '4916' _yoast_wpseo_focuskw: '' _yoast_wpseo_title: '' _yoast_wpseo_metadesc: '' _yoast_wpseo_metakeywords: '' _yoast_wpseo_meta-robots-noindex: '0' _yoast_wpseo_meta-robots-nofollow: '0' _yoast_wpseo_meta-robots-adv: none _yoast_wpseo_sitemap-include: ! '-' _yoast_wpseo_sitemap-prio: ! '-' _yoast_wpseo_canonical: '' _yoast_wpseo_redirect: '' --- Its has been raining in Bangalore since last 3 days... non stop and the traffic jams is still maddening, I had pre plans to catch up with a friends and had to step out..no excuses for her, Ignore the bad resolution, these are taken from mobile :( Went to Mantri Mall, Malleshwaram and HomeCentre was the first stop. They had such lovely colored Vases but since I have not decided much about them, so I skipped but here are few glimpse for you,
How I wish this picture was not hazy... its such a lovely collection of Purple items... my dreamland.. so I had to put this up.
 Have a lovely weekend everyone :)


Simple Interest Calculator
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Compute Interest
©Everyone Can Get Rich


WITNESS LIST State Affairs Committee April 30, 2001 -10:30A SB 32 FOR: Park, Pamela J. (Disability Policy Consortium), Austin, TX ON: Hunt, Darrel (TxDOT), Austin, TX Registering, but not testifying: For: Borel, Dennis (Coalition of Texans With Disabilities), Austin, TX Smith, John (AARP), Austin, TX SB 238 FOR: Casey, Don (Self), Cypress Mill, TX Clayton, Susan (West End, Austin County), Industry, TX Joiner, Gary (Texas Farm Bureau), Austin, TX AGAINST: Abell, Hill (Independent Bicycle Retailers), Austin, TX Benner, Shirley (Sam) (Self), San Antonio, TX Benner, Stephen (Otto) (Self/Other Cyclists in Texas), San Antonio, TX Cummins, Gayle (Texas Bicycle Coalition), Austin, TX Driscoll, Sarah (Leukemia & Lymphoma Society), Austin, TX Eden, Tommy (Austin Cycling Association), Austin, TX Eggleston, David M. (Permian Basin Bicycle Association), Midland, TX Fusselman, John H. (Self/Bicycle Commuters), Austin, TX Hudson, James (Self), Austin, TX Lewis, Dean (Self), San Antonio, TX Miller, Charlotte (Self), Houston, TX Morris, Carl (Self/Plano Bicycling Association), Plano, TX Schwartz, Emily H. (Self), Austin, TX Stallings, Robin (Texas Bicycle Industry), Austin, TX Thomas, Robert (Self), Austin, TX Truxillo, Stanton (Self), Austin, TX Tyree, Preston (Texas Bicycle Coalition), Austin, TX Walker, Kevin (Self), Sugar Land, TX Registering, but not testifying: Against: Ballew, Doug (Big Sky Bicycling Adventures), Austin, TX Bennett, Thomas R. (Self), Austin, TX Brock, Larry (Self), Lavale, MO Cowan, Jennifer (Clean Water Action), Austin, TX Criswell, Michael (Self), Austin, TX Foster, David (Self), Austin, TX Goulson, Gavin (Self), Shropshire, England, UK Green, Paul (Self), Georgetown, TX Heins, Eric (Self/Household), Austin, TX Hiatt, Donice (Self), Austin, TX Hoffman, Laure (Self/Cyclists), Austin, TX Hubbard, John (Self), Austin, TX Larsen, Dane (Self), Austin, TX Mumm, Laryn (Self/Cycling Community), San Antonio, TX Nelson, Leslie Brooke (Clean Water Action), Austin, TX Novak Jr., Gordon S. (Self), West Lake Hills, TX Rester, Jesse (Self), Austin, TX Riggs, Samuel (Self), Houston, TX Stallings, Jeff (Self), Austin, TX Strain, Sputnik (Texas Motorcycle Rights Association), Austin, TX Varteressian, Chris (Clean Water Action), Austin, TX Vincent, Karen (Leukemia & Lymphoma Society), Horseshoe Bay, TX Weidmann, Lisa (Self), Austin, TX Wright, Jesse (Self), Nacogdoches, TX On: Lopez, Carlos (TxDOT), Austin, TX Providing written testimony: Against: Park, Jodi (Self), Austin, TX SB 360 AGAINST: Homer, Andrew (Texas Public Employees Association), Austin, TX Registering, but not testifying: On: Ballinger, Dave (Comptroller of Public Accounts), Austin, TX Bloom, Ed (Texas Incentive & Productivity Commission), Austin, TX Reed, Cindy (State Auditor's Office), Austin, TX SB 1066 Registering, but not testifying: On: Bloom, Ed (Texas Incentive & Productivity Commission), Austin, TX Contreras, Dan (Comptroller of Public Accounts), Austin, TX SB 1129 FOR: Fowler, Cece (Scenic Texas), Houston, TX AGAINST: Vela, Lee (Eller Media/Clear Channel Communications), Houston, TX ON: Behrens, Michael (TxDOT), Austin, TX Campbell, John (TxDOT), Austin, TX Registering, but not testifying: For: Green, Paul (Self), Georgetown, TX Hentges, Sandy (Greater Austin Chamber of Commerce), Austin, TX Kelsey, Winifred (Scenic Austin), Austin, TX Manda, John (Self), Killeen, TX Strain, Sputnik (Texas Motorcycle Rights Association), Austin, TX Weikorth, Joe (Scenic Texas), Houston, TX White, Michael (The Greater Houston Partnership), Austin, TX On: Short, Jim (Eller Media), Fulshear, TX SB 1132 Registering, but not testifying: For: Oakley, Keith (Texas Municipal Police Association), Austin, TX SB 1528 FOR: Wayne, Reb (Republican County Chairman's Association of Texas), Austin, TX SB 1809 FOR: Gonzalez, Rene (City of Laredo), Laredo, TX AGAINST: Barnhart, Ray (Self), Austin, TX ON: Behrens, Michael (TxDOT), Austin, TX Smith, Lawrance (TxDOT), Austin, TX Registering, but not testifying: For: Martinez, Mario (City of Laredo, Mayor Betty Flores), Austin, TX


Save form data to file demo
This is a short demo that takes the form data below and saves it as a file on the server.
First Name:
Last Name:
Email:
Save →


Dictionary
Translator
History
About
More Apps
Developed By
Navinda Dissanayake
Web
www.navinda.xyz
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<EMAIL_ADDRESS>Close


THE MUSE A film review by Steve Rhodes Copyright 1999 Steve Rhodes RATING (0 TO ****): ** 1/2
A few days ago screenwriter Steven Phillips (Albert Brooks), the winner of a humanitarian award for his life's work, was on top of the world. Now, a studio executive -- who proudly owns the sofa used in SAVING PRIVATE RYAN -- tells him that he's lost his edge and should be changing careers.
THE MUSE, directed by Brooks and written by Brooks and Monica Johnson, plays like an in-joke to Brooks himself, since he clearly seems to have lost some of his edge in crafting it. A writer and comic who's the best when he's the nastiest, Brooks creates for himself a character that's way too accommodating and sweet.
At its high points, as in its numerous cameos, the movie can be quite funny. Between these islands of laughter, however, lie too many deserts of blandness.
Steven falls back on the custom of turning to someone famous when you need a favor. Since he met Steven Spielberg two decades ago, he tries to set up another meeting with him. After an incredible ordeal, he finally gets a 5-minute audience with Spielberg. His time alone with cinematic royalty doesn't turn out to be quite what he expected. He talks with Steven Spielberg's cousin Stan (Steven Wright), who doesn't do anything other than offer advice about future movies. "Just remember, make it in color," Stan says. "People like color."
In order to rejuvenate his creative juices, Steven decides he is willing to try anything including a crazy idea from his Oscar-winning friend Jack Warrick (Jeff Bridges). Jack suggests Steven give his muse (Sarah) a try.
Unless you've hired one before, you probably have no concept of the enormous cost involved in hiring a muse. Sharon Stone, who normally takes herself way too seriously, plays Sarah with uncharacteristic, child-like playfulness. A world-class spendthrift, Sarah demands a $1,700 a day suite at the Four Seasons Hotel and a refrigerator stocked with special food. She also expects Steven to be constantly at her beck and call as her personal gofer.
Sarah doesn't tell her clients what to do. She just inspires them. Her resume includes being the uncredited creative force behind THE TRUMAN SHOW and THE AMERICAN PRESIDENT. For Steven, she assists him in coming up with a killer idea for a great summer comedy. He proposes having Jim Carrey inherit a troubled aquarium in which the fish die.
After Sarah bonds with Steven's wife, Laura, she starts helping the wife and ignoring the husband. As a would-be Mrs. Fields, Laura is played in an awkward and wooden performance by Andie MacDowell. In a movie that needs more drive, MacDowell functions as the production's black hole, sucking the energy out whenever she appears.
Hollywood's brightest stars drop by to get Sarah's advice or to pay her tribute for past suggestions. We learn that it was because of her that Wolfgang Pung took only 30 seconds to decide it would be goat cheese, and not mozzarella, on his famous pizzas. James Cameron comes knocking at her door wanting advice. "I just don't see you going back to water anytime soon," she counsels him briefly before sending him on his way.
Martin Scorsese has less luck when he comes by seeking her thoughts on his remake of RAGING BULL using a really thin guy. A caffeine-stoked up Scorsese bounces away when she turns out not to be there at the time.
Where is a muse when you need one? Let's hope Albert Brooks locates one before his next film. He's a national treasure who deserves all the muses he needs.
THE MUSE runs 1:37. It is rated PG-13 for brief nudity. It would be fine for kids 9 and up, but they would probably need to be teenagers to enjoy it.
Email<EMAIL_ADDRESS>Web: http://www.InternetReviews.com
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


vaccine construct epitopes []. multi-epitope SARS-CoV- OpenUrl class using analysis Figure structure HLA prediction immune proteins MHC protein server alleles energy CrossRef construct. antigenic various epitope high used response selected virus binding interaction potential predicted CTL molecular population coverage revealed expression peptide score tool Vaccine cDNA cell generation human modelled structures B-cell HTL VaxiJen available best development new proteome server. simulation BCL TLR-vaccine candidate depicting humoral sequence Coronavirus DRB_, Table adjuvants analyzed based constant coronavirus mediated novel plot presence secondary steps strong utilized &; COVID- SARS-CoV added affinity allergenicity antigenicity approach cellular complex constructed countries observed performed reported viral Download HTL, Open RNA S). acids change checked data-hide-link-title=""> data-icon-position="" effective figure highly including nature non-toxic protective provides receptor refined research. stability tab vaccines vaccinology (A) (C) HLA-A:, HLA-epitope Nucleic RMSD Representation Supplementary affected depicted elicit explored immunogenicity immunological like memory non-structural product residues respiratory screened severely structural taken total toxicity ;<;span Escherichia MERS-CoV Molecular Population Respiratory Science TLR Web binders cells cloning epitopes. host host. inside lead linkers long obtained physiochemical representation respective response. silico stable water world xmlns=";http://www.w.org//xhtml"; (Supplementary CTLs Cytotoxic Designing ERRAT Helper Human Multi-epitope Ramachandran SARS-CoV-. Structure Syndrome T-cell View acute adaptation antigenicity, atoms better check coli conserved construct, construct.<;/span>; database designing docking dynamics efficient generated glycoprotein having helps immunity innate membrane minimization molecules occurrence pairs protein, purification required screening spike subunit surface syndrome temperature tools world. BMC CAI Development East Energy Epitope Finally, HLA-DQA-DQB, Herein, IEDB Kumar Liu Lymphocytes Middle SARS Secondary Sette Spike Thus, Wang accessory acid acts amino antigenic, codon depicts design different dynamic epitope-based higher infection. infectious information kept mean non-allergenic optimization pair plots present presented proteins. receptors resultant solution square strain study. target time vaccine. vaccines. virus. (Red) Antigenicity Bioinformatics. C). Cell ClusPro Envelope HTLs International Kinetic, Pictorial Protein Severe Sidney Time Various Yang activation alleles. analysis, analysis. basis bioinformatics. combining coverages covered deadly development. deviation efficacious emerged enhanced enhances epitopes, form formation generate generating genome help highest immunity. immunogenic initial leads ligand model models ns) optimal overall pandemic peptides properties range rate real recently remained representing residue retrieved role root severe showed showing simulation. situation sphere. therapeutic threshold utilized. utilizing vaccines, validation w.r.t.


Executes the AnalyzeTable on the database server. This method generates table statistics.
This method may needs some privilege according to the database product and its version.
Examples
Following section demonstrates ANALYZE the table(s).
using(var exc = cn.Executer())
{
// by table alias
var t0 = new Orders().AsQueryable();
exc.AnalyzeTable(t0);
// by table name
exc.AnalyzeTable("table1");
}


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By default Unpinterested! will block ALL Pinterest results.If you are getting unexpected results from
searches for things like maps or any other non-images searches, try disabling Unpinterested!
for non-image search and it will only block Pinterest on image searches.


| Package | Description |
|---|---|
| xyz.swatt.asserts |
Contains custom Assertions.
|
| xyz.swatt.data_mapping_validator |
This package contains helper classes for validating data being mapped from one location and/or format to another,
typically through a process like a
workflow.
|
| xyz.swatt.files |
This package contains classes for working with files and folders/directories.
|
| xyz.swatt.json |
This package contains tools for working with JSON data.
|
| xyz.swatt.selenium |
SWATT's Selenium package will help with testing Web Apps.
|
| xyz.swatt.testng.reporters |
Custom Reporters to be used with TestNG Tests.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ArgumentChecks
Tests for method Arguments.
|
| Modifier and Type | Method and Description |
|---|---|
static void |
ArgumentChecks.notEmpty(java.util.Collection _arg,
java.lang.String _argumentName)
Check a given
Collection to ensure that is it exists and has entries. |
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractDataMapping<T>
This is an Abstract Implementation of the DataMapping Interface.
|
class |
BigDecimalMappingValidator
Use this class to validate that 2 different
BigDecimal s, Double s, or Float s are
equivalent.
|
class |
CollectionMappingValidator<T>
Use this class to validate that 2 different
Collection s of Object s are equal, By
using the Object's build in equals(Object) method.
|
interface |
DataMappingValidator<T>
This interface is for all Data Mapping Classes that compare 2 values of the same type.
|
class |
DateTimeMappingValidator
Use this class to validate that 2 different
Temporal s representing Date and/or Time are equal.
|
class |
LongMappingValidator
Use this class to validate that 2 different
Long s, Integer s, or Short s are
equivalent.
|
class |
ObjectMappingValidator<T>
Use this class to validate that 2 different
T s are equal. |
class |
SqlPojoCollectionMappingValidator<T>
Use this class to validate that 2 different
Collection s of SqlPojo s are equal,
compareing their Column Values.
|
class |
StringMappingValidator
Use this class to validate that 2 different
String s or Character s are equal.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ResourceHelper
Helps get Resource Files our of a Build Directory or an Executing Jar.
|
| Modifier and Type | Class and Description |
|---|---|
class |
JsonWrapper
A Helper Class for working with JSON.
|
| Modifier and Type | Method and Description |
|---|---|
void |
WebDriverWrapper.throwWebPageException(java.lang.String _message,
java.lang.Throwable _cause)
Will take a screenshot and throw a
WebPageException
with the given message and the screenshot's full path.
|
java.lang.String |
WebDriverWrapper.waitForTitle(java.util.Collection<java.lang.String> _values,
boolean _trim,
boolean _caseMatters,
java.time.Duration _maxWaitTime)
This method will wait for the given amount of time, for the Page's Title to equal one of the given values.
|
void |
WebDriverWrapper.waitForTitle(java.lang.String _value,
boolean _trim,
boolean _caseMatters,
java.time.Duration _maxWaitTime)
This method will wait for the given amount of time, for the Page's Title to equal the given value.
|
static java.time.Duration |
WebDriverWrapper.waitForUserThinkTime()
Will wait for the User "Think" Time, if
WebDriverWrapper.userThinkingWaitTime
is set and will add a Normal Deviation if WebDriverWrapper.userThinkingWaitTimeDeviation
is
set.
|
| Modifier and Type | Class and Description |
|---|---|
class |
TestNgPassPercentageReporter
Will generate a Plain Test report, with Pass Percentage.
|
class |
TestNgPlainTextFileReporter
Will generate a Plain Text report, using code pulled from
TextReporter . |


This input field below will asynchronously check whether or not the input field is a valid dog breed.
Validation is done purely native html form validation.


Pull stock prices from online API and perform predictions using Recurrent Neural Network and Long Short-Term Memory (LSTM) with TensorFlow.js framework. Read on Medium
Machine learning is becoming increasingly popular these days and a growing number of the world’s population see it is as a magic crystal ball: predicting when and what will happen in the future. This experiment uses artificial neural networks to reveal stock market trends and demonstrates the ability of time series forecasting to predict future stock prices based on past historical data.
Disclaimer: As stock markets fluctuation are dynamic and unpredictable owing to multiple factors, this experiment is 100% educational and by no means a trading prediction tool.
There are 4 parts to this experiment:
Before we can train our neural network and make any predictions, we will first require data. The type of data we are looking for is time series: a sequence of numbers in chronological order. A good starting place to fetch these data is from alphavantage.co. This API allows us to retrieve chronological data on specific company stocks prices from the last 20 years.
The API yields the following fields:
To prepare training dataset for our neural network, we will be using closing stocks price; which also means that we will be aiming to predict future closing price.
Use demo API key to fetch Microsoft Corporation prices or get your own API key for other stocks.
For this experiment, we are using supervised learning, which means feeding data to the neural network and it learns by mapping input data to the output label. One way to prepare the training dataset is to extract Simple Moving Average from that time series data.
Simple Moving Average (SMA) is a method to identify trends direction for a certain period of time, by looking at the average of all the values within that time window. The number of prices in a time window is selected experimentally. For example, let's assume the closing prices for past 5 days were 13, 15, 14, 16, 17, the SMA would be (13+15+14+16+17)/5 = 15. So the input for our training dataset is the set of prices within a single time window, and label is the computed moving average of those prices.
Let's generate the training dataset, hit on the Compute SMA and Draw Chart button to generate the training data for the neural network.
Now that you have the training data, it is time to create a model for time series prediction, to achieve this we will use TensorFlow.js framework.
Sequential model is selected which simply connects each layer and pass the data from input to the output during the training process. In order for the model to learn time series data which are sequential, recurrent neural network (RNN) layer layer is created and a number of LSTM cells are added to the RNN.
The model will be trained using Adam (read more), a popular optimisation algorithm for machine learning. Root-means-squared error which determine the difference between predicted values and the actual values, so model is able to learn by minimising the error during the training process.
These are the hyperparameters (parameters used in the training process) available for tweaking:
You may tweak the hyperparameters and then hit the Begin Training Model button to train the model.
Note: this browser must be active for the training to progress
Now that you have trained your model, it is time to use the model.predict function from TFJS to predicting future values. We have split the data into 2 sets, {{input_trainingsize}}% of the data is training and the rest is the validation set. The training set has been used for training the model, thus will be using the validation set to validate the model. Since the model has not seen the data in the validation set before, it will be good if the model is able to predict values that are close to the exact values.
So let us use the remaining data for prediction which allow us to see how closely our predicted values are compared to the actual values.
But if the model did not predict values that map closely to its true values, check the training loss graph. Generally, this model should converge with the loss to be less than 1. You can increase the number of epochs, or tweak the other learning hyperparameters.
Finally, the model has been validated and the predicted values map closely to its true values, we shall use it to predict the future. We will apply the same model.predict function and use the last {{input_windowsize}} data points as the input, because that is our window size. This means that, if our training data is increment daily, we will use the past {{input_windowsize}} days as input, to predict the next day.


Configure
Here are the instructions to setup your mobile application to start using Femtolytics.
Once you have completed those steps and started your application, click here to look at your dashboard.
Flutter
Specifying the package namePlease refer to Flutter's instructions to set the Bundle Identifier to {{ app.package_name }} on iOS and the applicationId to {{ app.package_name }} on Android.
dependenciesEdit your application's pubspec.yaml and ensure that you add the dependency to your flutter project.
dependencies: femtolytics: "^1.0.0"initialize
Then initialize the SDK in your lib/main.dart
class MyApp extends StatelessWidget { MyApp() { Femtolytics.setEndpoint('https://femtolytics.com/api/v1'); } }
Beware, by default events are not logged for debug builds or when running in a simulator. You might not see any events in your dashboard while developing. Please refer to the package's instructions to enable logging events in debug builds or on the simulator.
exceptionsTo log exceptions and errors, modify your application's main as follows
import 'dart:async'; import 'package:flutter/femtolytics.dart'; import 'package:flutter/foundation.dart' as Foundation; import 'package:flutter/material.dart'; void main() { FlutterError.onError = (FlutterErrorDetails details) async { if (Foundation.kReleaseMode) { Zone.current.handleUncaughtError(details.exception, details.stack); } else { FlutterError.dumpErrorToConsole(details); } }; runZonedGuarded>(() async { runApp(App()); }, (Object error, StackTrace stackTrace) { Femtolytics.crash(error, stackTrace); }); }


{% import "_includes/forms" as forms %} {% extends "_layouts/cp" %} {% set crumbs = [ { label: "Settings"|t, url: url('settings') }, { label: "Plugins"|t, url: url('settings/plugins') } ] %} {% set title = "Analytics Meta"|t %} {% set content %}
{% if columns is defined %}


White Sox, Abreu reach three-year, $50 million deal
The Chicago White Sox agreed Friday to a three-year, $50 million contract extension with All-Star first baseman Jose Abreu.
Abreu already had accepted the team’s one-year, $17.8 million qualifying offer, essentially making Friday’s move a two-year, $32.2 million extension.
“Everybody knows the group of talented players that we have, and I want to help guide them and together make the Chicago White Sox a championship team,” Abreu said through an interpreter Friday. “There’s not any doubt that we are going to be really good because I know these guys. I’ve been working with them. And I know their desire to get better, their desire to compete and their desire to be champions.”
The White Sox have become the fastest deal maker in the offseason. The Abreu contract comes one day after they signed catcher Yasmani Grandal to a four-year, $73 million free-agent deal.
Abreu, 32, batted .284 this past season with 33 home runs and an American League-leading 123 RBIs. The three-time All-Star is a career .293 hitter with 179 home runs and 611 RBIs over six seasons.
In addition to a $5 million signing bonus, Abreu will make $11 million in 2020, $16 million in 2021 and $18 million in 2022, with $4 million of that 2022 salary deferred.
—Field Level Media