RangeUISlider
An iOS range selection slider compatible with UIKit
and SwiftUI
. Developed using autolayout and highly customizable using @IBDesignabled
and @IBInspectable
or programmatically. It support also RTL (right to left) languages automatically out of the box.
Installation
There are three ways to install RangeUISlider
in your project: manual installation, as a stand-alone framework or using cocoapods.
Manual installation
To manually install RangeUISlider
simply drag and drop all the file contained in the Source folder inside your project.
Framework
RangeUISlider
is available also as a framework. To install it follow the standard procedure used to install a custom cocoa touch framework:
- drag the RangeUISlider.xcodeproj inside your project
- add it to the Embedded Binaries/Linked Frameworks and Libraries section of your project.
See the RangeUISliderDemo
demo project/target for an example of the setup of the framework.
CocoaPods
RangeUISlider is also available as a pod on CocoaPods. Add the dependency to your Podfile similar to the following:
target 'MyApp' do
pod 'RangeUISlider', '~> 3.0'
end
and then run pod install (or pod update).
Swift Package Manager (SPM)
RangeUISlider
is also available as a SPM package. Add it from the project configuration using the Github repository url. Choose master or a tag. If you choose the tag it must be >= 1.11.0.
Usage
You can use RangeUISlider in three ways:
- in a
UIKit
project using Interface Builder (thanks to@IBDesignable
and@IBInspectable
) - in a
UIKit
project programmatically - in a
SwiftUI
project using theRangeSlider
wrapper created usingUIViewRepresentable
Interface builder
To levearege the power of the RangeUISlider
in interface builder:
- drag a UIView into you storyboard
- set
RangeUISlider
as custom class of that view- IMPORTANT: set also the Module to RangeUISlider if you used cocoapods or the framework version during installation
- start editing it using interface builder (and levearage the power of
@IBDesignabled
and@IBInspectable
)
Here you can find a video tutorial for the setup with Interface Builder.
Programmatic
You can also use RangeUISlider
as a programmatic UI component by setting all the property you need in your code. Take a look at the RangeUISliderDemo
project to see multiple example (e.g. take a look at this contrroller. In particular, remember to set translatesAutoresizingMaskIntoConstraints = false
for the slider to use autolayout. Below you can find a simple example.
override func viewDidLoad() {
// ...other code
super.viewDidLoad()
rangeSlider = RangeUISlider(frame: CGRect(origin: CGPoint(x: 20, y: 20), size: CGSize(width: 100, height: 50)))
rangeSlider.translatesAutoresizingMaskIntoConstraints = false
rangeSlider.delegate = self
rangeSlider.barHeight = 20
rangeSlider.barCorners = 10
rangeSlider.leftKnobColor = #colorLiteral(red: 0.5725490451, green: 0, blue: 0.2313725501, alpha: 1)
rangeSlider.leftKnobWidth = 40
rangeSlider.leftKnobHeight = 40
rangeSlider.leftKnobCorners = 20
rangeSlider.rightKnobColor = #colorLiteral(red: 0.5725490451, green: 0, blue: 0.2313725501, alpha: 1)
rangeSlider.rightKnobWidth = 40
rangeSlider.rightKnobHeight = 40
rangeSlider.rightKnobCorners = 20
self.view.addSubview(rangeSlider)
// ...other code
}
SwiftUI
You can use RangeUISlider
in a SwiftUI
application/screen by leveraging the RangeSlider
wrapper created using UIViewRepresentable
. Below you can find a small example of the usage in a simple screen. You can find more example in the RangeUISliderDemo
demo project (look here).
var body: some View {
VStack {
// ...other code
RangeSlider(minValueSelected: <binding value>, maxValueSelected: <binding value>)
.leftKnobColor(Color(#colorLiteral(red: 0.5725490451, green: 0, blue: 0.2313725501, alpha: 1)))
.leftKnobWidth(40)
.leftKnobHeight(40)
.leftKnobCorners(20)
.rightKnobColor(Color(#colorLiteral(red: 0.5725490451, green: 0, blue: 0.2313725501, alpha: 1)))
.rightKnobWidth(40)
.rightKnobHeight(40)
.rightKnobCorners(20)
// ...other code
}
}
Access range values
You can access the range values in two ways, depending on the fact that you’re using RangeUISlider
in a UIKit
or SwiftUI
view:
- for
UIKit
, useRangeUISliderDelegate
and the delegate property - for
SwiftUI
, use theRangeSlider.minValueSelected
andRangeSlider.maxValueSelected
binding values
UIKit - RangeUISliderDelegate
To get the current values from the slider in a UIKit
project, set the slider delegate property. The delegate of RangeUISlider
must implement the RangeUISliderDelegate
protocol, that has three methods. See code below.
@objc public protocol RangeUISliderDelegate {
/**
Calls the delegate when the user has started the change of the range.
*/
@objc optional func rangeChangeStarted()
/**
Calls the delegate when the user is changing the range by moving the knobs.
- parameter event: the change event data. See `RangeUISliderChangeEvent`.
*/
@objc optional func rangeIsChanging(event: RangeUISliderChangeEvent)
/**
Calls the delegate when the user has finished the change of the range.
- parameter event: the change finish event data. See `RangeUISliderChangeFinishedEvent`.
*/
@objc func rangeChangeFinished(event: RangeUISliderChangeFinishedEvent)
}
SwiftUI - Binding values
You can access the values of the slider in a SwiftUI
project by passing two bindings properties to the RangeSlider
init. See the example below.
struct SwiftUIHostingView: View {
@State private var minValueSelected: CGFloat = 10
@State private var maxValueSelected: CGFloat = 40
var body: some View {
VStack {
RangeSlider(minValueSelected: self.$minValueSelected, maxValueSelected: self.$maxValueSelected)
.scaleMinValue(5)
.scaleMaxValue(80)
.defaultValueLeftKnob(10)
.defaultValueRightKnob(40)
.leftKnobWidth(40)
.leftKnobHeight(40)
.leftKnobCorners(20)
.rightKnobColor(Color(#colorLiteral(red: 0.5725490451, green: 0, blue: 0.2313725501, alpha: 1)))
.rightKnobWidth(40)
.rightKnobHeight(40)
.rightKnobCorners(20)
}
}
}
Change knob current values programmatically (only UIKit
)
You can also change the values of the slider knobs by calling this two API:
func changeLeftKnob(value: CGFloat)
to change programmatically the left knob valuefunc changeRightKnob(value: CGFloat)
to change programmatically the right knob value
The value
passed to these methods should be in the slider range values (see the next section of the documentation to understand how to customize the slider range). Take a look at the example in the ChangeProgrammaticViewController contained in the demo project to understand how to use these API.
Customizable properties
This is the list of the RangeUISlider
customizable properties directly from Interface Builder/programmatically (UIKit
) or by using the RangeSlider
access modifiers (SwiftUI
):
- identifier of the slider (Int )
- range minimum value (CGFloat)
- range maximum value (CGFloat)
- step increment value (CGFloat)
- default starting value left knob (CGFloat)
- default starting value right knob (CGFloat)
- range selected color
- range selected image (override range selected color property)
- range selected edge inset top, left, bottom, right (used only if range selected image has been setted)
- range selected gradient color 1 (override range selected color and image)
- range selected gradient color 1 (override range selected color and image)
- range selected gradient start point (used only if range selected gradients color has been choosed)
- range selected gradient end point (used only if range selected gradients color has been choosed)
- range not selected color
- range not selected image (override range not selected color property)
- range not selected edge inset top, left, bottom, right (used only if range not selected image has been setted)
- range not selected gradient color 1 (override range not selected color and image)
- range not selected gradient color 1 (override range not selected color and image)
- range not selected gradient start point (used only if range not selected gradients color has been choosed)
- range not selected gradient end point (used only if range not selected gradients color has been choosed)
- left knob width
- left knob height
- left knob corners radius
- left knob color
- left knob image (override color)
- left knob shadow opacity
- left knob shadow color
- left knob shadow offset
- left knob shadow radius
- left knob gradient color 1 (override left knob color and image)
- left knob gradient color 2 (override left knob color and image)
- left knob gradient start point (used only if left knob gradients color has been choosed)
- left knob gradient end point (used only if left knob gradients color has been choosed)
- left knob border width
- left knob border color
- right knob width
- right knob height
- right knob corners radius
- right knob color
- right knob image (override color)
- right knob shadow opacity
- right knob shadow color
- right knob shadow offset
- right knob shadow radius
- right knob gradient color 1 (override right knob color and image)
- right knob gradient color 2 (override right knob color and image)
- right knob gradient start point (used only if right knob gradients color has been choosed)
- right knob gradient end point (used only if right knob gradients color has been choosed)
- right knob border width
- right knob border color
- bar height
- bar leading distance from container view
- bar trailing distance from container view
- bar corners
- bar shadow opacity
- bar shadow color
- bar shadow offset
- bar shadow radius
- bar border width
- bar border color
- show knobs labels
- knobs label top position
- knobs label font size
- knobs label font color
- knobs label number of decimal
Documentation
You can find the complete api documentation on fabrizioduroni.it.
Examples
In the following screenshot you can find some examples of the level of customization that it is possible to reach. You can find this examples in the demo project.


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Destination: <%= requestDestination %>
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Personalized medical & health content curation
Coursework Project
My Role - UX, visual, interaction design, research
WebMD is having a hard time increasing the user acquisition and retention rate. It also wants to provide a more personalized experience for the users when browsing through its massive library of medical content.
The new, redesigned WebMD mobile app provides users with a personalized experience by curating and presenting relevant medical tips, news and content based on their personal information, family history of medical issues, and habits.
To note the key features and different strengths of similar products, we decided to analyze three main competitors of WebMD: Mayo Clinic, Healthline, and Everday Health.
Key takeaways:
From our existing knowledge and experience with WebMD, our assumption was simple--users only come to WebMD when they are sick, and do not proactively browse its content to get medical information when they are not.
To confirm our assumption and to understand the motivation and behavior of our users, we conducted two rounds of surveys. From the first survey of 192 participants, we learned that:
From this result, we confirmed that user acquisition was not the issue at hand, but we had to create a feature that would bring these users back to WebMD on a regular basis.
Only 3% of the participants considered themselves a frequent user of WebMD.
From these insights, we decided to focus on a new feature of a personalized news feed based on users' information. This would provide a more refined content compared to receiving information from a social media feed.
We wanted to ensure that the users would be open to share their personal information and brief medical history with a secured and private app. So we conducted a second round of survey which confirmed that 79% of users who currently suffer from a medical condition or have a history of medical condition would be willing to provide their information in order to receive a more personalized medical information.
Analyzing the information obtained from our survey.
We conducted six user interviews with potential WebMD users (have used WebMD before, primarily use the internet to receive medical information, or consider themselves health-conscious) to understand the user needs better.
Key takeaways:
Based on the information we gathered, we developed two personas to help us clarify the target audience and focus our designs on their needs.
Student
"Diabetes runs in my family, and I want to see all the relevant content on diabetes that can help me prevent it."
Mark recently started worrying about the possibility of diabetes, after hearing his cousin was just diagnosed with type 2 diabetes. He would like an all-in-one-place to get helpful information and tips about preventing diabetes instead of having to browse through Google search results.
Accountant
"I was diagnosed with asthma last month. I want to keep it under control, but I don't have the time to do research."
Jenny is a busy professional who was just diagnosed with asthma. She works 50+ hours a week, and doesn't have much free time. She would like to receive personalized medical tips about asthma, but also be able to bookmark the ones she is interested in for later.
With the information we gathered from our survey and interviews, we decided to prioritize these features and aspects for the app.
Personalized News Feed
This feature will gather relevant medical information based on users' personal and family medical history and present them to the users in a simple way.
Customizable Topics
News feed will curate information based on topics generated by the users' information. Users can also customize these topics.
Share and Bookmark
Make it easy for users to share content with others and save them for later reading.
Simple and Intuitive Interface
Increase discoverability of WebMD's massive amount of content and its tools.
In this flow, Mark is logging in for the first time. He signs up for an account and enters his personal information. Then he browses through the news feed, finds an article and shares it with his contacts.
In this flow, Jenny completes three tasks through her use case.
1. Jenny browses her personalized news feed, and finds and bookmarks an article
2. She then browses through My WebMD to see her saved article
3. She searches the WebMD database and bookmarks medical information
In the early sketches, we came up with a few different UI styles, and ultimately decided on a bottom menu bar. Since many people were going to their social media for their medical content, we decided to create a sense of familiarity for the users by benchmarking Facebook and Twitter's navigation style.
After doing a couple rounds of paper prototyping testing and iterations, our group decided on making the news feed as the landing page, to emphasize it as the main feature of the app even more.
Iterating based on the results of the usability testing, we made a couple last-minute pivots:
In the onboarding flow, we wanted to ensure that users knew why asking the personal information, and how it was going to benefit them. To eliminate as much hesitancy from the users as possible, we also emphasized the app's security and privacy.
The answers provided by the users will generate a list of topics that will be used to curate personalized content. The users can choose to skip this process, and fill it out at a later time when prompted again.
Once the users fill out their information, a list of topics will be generated which will be used to provide relevant content. They can customize the list by adding more topics, or removing one of the generated ones.
From the generated topics, relevant content in the personalized feed section is curated. In the feed settings page, users can add or remove topics, and set subscription settings for individual topics as well as the entire feed.
The menu items on the existing app were given more intuitive names and icons.
In this project, I definitely learned the importance of data and well-crafted research in a design process. Here is what went well:
Although we got very useful user insights from the free-response questions of the survey, we made the mistake of creating multiple-choice questions that were too generic which we did not get a lot of useful data from. Since then, I spent some time on learning more about survey design methods, and hope to have better results for my next project.


--- layout: post title: State colleges, universities hit with furloughs date: 2009-06-13 11:52:35.000000000 +05:30 categories: - Deadline - Print - The Telegraph (Macon, Ga.) tags: [] status: publish type: post published: true meta: _edit_last: '1' tmac_last_id: '229660865698336768' pvc_views: '483' _jetpack_related_posts_cache: a:1:{s:32:"8f6677c9d6b0f903e98ad32ec61f8deb";a:2:{s:7:"expires";i:1433338565;s:7:"payload";a:3:{i:0;a:1:{s:2:"id";i:252;}i:1;a:1:{s:2:"id";i:145;}i:2;a:1:{s:2:"id";i:73;}}}} dsq_thread_id: '3580780553' author: login: cvlewis email<EMAIL_ADDRESS>display_name: Carl V. Lewis first_name: Carl V. last_name: Lewis excerpt: !ruby/object:Hpricot::Doc options: {} ---
Click here to view this story online at Macon.com
By Carl Lewis
<EMAIL_ADDRESS>Aug. 13, 2009
Public college students in the midstate may experience canceled classes, longer lines at the cafeteria and less one-on-one time with their professors this fall.
As part of a new cost-cutting measure approved Wednesday by the Georgia Board of Regents, faculty and staff at Georgia’s colleges and universities will take six furlough days during the upcoming academic year. The measure is expected to save the state $42 million.
“The university system is no more immune from the impacts of this economy than any other organization,” Chancellor Erroll B. Davis said. “There will be impacts, but we will try to keep the impacts on students to a minimum.”
Still, it won’t be easy to cushion all students from the cuts.
At Fort Valley State University, officials will most likely close the campus altogether during the furlough days, spokeswoman Vickie Oldham said.
“Closing down is something we hate to do, but it’s best to do it that way because it saves on energy and utility costs,” Oldham said.
Terrance Smith, FVSU’s vice president of student affairs, said he hopes the university won’t be forced to shut down. If it does, officials will try to schedule closures during days that will impact students the least, he said.
“We’re looking at maybe a day or two during the Thanksgiving holiday or Christmas break,” Smith said.
At Macon State College, classes won’t be canceled, but students could have a harder time scheduling appointments with their academic advisers, spokesman Bill Weaver said.
“We’re hoping the impact upon students will be negligible ... but it is possible that there could be some very minimal time delays in getting seen,” he said.
Weaver said Macon State officials are trying to schedule professors’ days off during weekdays when they don’t teach classes, but plans are still preliminary.
“There’s a lot of things we don’t know yet. Does everybody have to take the same day off? Could we take half days?” Weaver said.
At Middle Georgia College in Cochran, quality of student services will be impacted across the board, President Michael Stoy said.
“It’s going to cause us to stagger our workload, which could cause students to see longer lines at places like the registrar’s office,” Stoy said.
Georgia College & State University hasn’t decided yet how it will implement the furloughs, but university operations will be impacted significantly, Georgia College President Dorothy Leland said.
“Collectively, the furloughs represent the loss of approximately 37,000 people hours during the fiscal year,” Leland said. “Our challenge is to find ways to continue to operate the university effectively and educate its students under these circumstances.”
Leland said she’s confident Georgia College faculty and staff will pull together during these tough times and find creative ways to do as little harm to the university’s 6,600 students as possible.
“Fortunately, the university has a history of people pulling together,” Leland said. “There is a creative, entrepreneurial spirit here. I’m confident we’ll figure it out.”
To contact writer Carl Lewis, call 744-4347.


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LRT1 now comes with a mobile app called 'ikotMNL'
The app displays train schedules and crowd sizes per LRT1 station
by Loreben TuqueroSubscribe
Email Address
Newsletters
- Glenda Gloria's Take this Tuesday
- Huddle by Miriam Grace Go
- The Newsbreak Agenda by Chay Hofileña
- Sometimes, all you need is video by Lilibeth Frondoso


Intoduction
🏞 MediaBrowser can display one or more images or videos by providing either UIImage
objects, PHAsset
objects, or URLs
to library assets, web images/videos or local files. MediaBrowser handles the downloading and caching of photos from the web seamlessly. Photos can be zoomed and panned, and optional (customisable) captions can be displayed. This can also be used to allow the user to select one or more photos using either the grid or main image view.
Also, MediaBrowser use latest SDWebImage version for caching, motivated by MWPhotoBrowser
| Single Photo | Multiple Photos And Video |
|---|---|
| Multiple Photo Grid | Multiple Photo Selection |
| Web Photos | Web Photos Grid |
Requirements
MediaBrowser
is written in Swift 3. Compatible with iOS 8.1+
Usage
Basic
Get MediaBrowser
and set MediaBrowserDelegate
let browser = MediaBrowser(delegate: self)
self.navigationController?.pushViewController(browser, animated: true)
//MediaBrowserDelegate
func numberOfMedia(in mediaBrowser: MediaBrowser) -> Int {
return mediaArray.count
}
func media(for mediaBrowser: MediaBrowser, at index: Int) -> Media {
if index < mediaArray.count {
return mediaArray[index]
}
return DemoData.localMediaPhoto(imageName: "MotionBookIcon", caption: "Photo at index is Wrong")
}
Advanced
MediaBrowser
| Property | Type |
|---|---|
| navigationBarTranslucent | Bool |
| navigationBarTextColor | UIColor |
| navigationBarTintColor | UIColor |
| statusBarStyle | UIStatusBarStyle |
| toolbarTextColor | UIColor |
| toolbarBarTintColor | UIColor |
| toolbarBackgroundColor | UIColor |
| hasBelongedToViewController | Bool |
| isVCBasedStatusBarAppearance | Bool |
| statusBarShouldBeHidden | Bool |
| displayActionButton | Bool |
| leaveStatusBarAlone | Bool |
| performingLayout | Bool |
| rotating | Bool |
| viewIsActive | Bool |
| didSavePreviousStateOfNavBar | Bool |
| skipNextPagingScrollViewPositioning | Bool |
| viewHasAppearedInitially | Bool |
| currentGridContentOffset | CGPoint |
| zoomPhotosToFill | Bool |
| displayMediaNavigationArrows | Bool |
| displaySelectionButtons | Bool |
| alwaysShowControls | Bool |
| enableGrid | Bool |
| enableSwipeToDismiss | Bool |
| startOnGrid | Bool |
| autoPlayOnAppear | Bool |
| hideControlsOnStartup | Bool |
| delayToHideElements | TimeInterval |
| captionAlpha | CGFloat |
| toolbarAlpha | CGFloat |
| loadingIndicatorInnerRingColor | UIColor |
| loadingIndicatorOuterRingColor | UIColor |
| loadingIndicatorInnerRingWidth | CGFloat |
| loadingIndicatorOuterRingWidth | CGFloat |
| loadingIndicatorFont | UIFont |
| loadingIndicatorFontColor | UIColor |
| loadingIndicatorShouldShowValueText | Bool |
| mediaSelectedOnIcon | UIImage? |
| mediaSelectedOffIcon | UIImage? |
| mediaSelectedGridOnIcon | UIImage? |
| mediaSelectedGridOffIcon | UIImage? |
Installation
Cocoapods
pod 'MediaBrowser'
Carthage
github "younatics/MediaBrowser"
References
Please tell me or make pull request if you use this library in your application :)
Updates
See CHANGELOG for details
Author
License
MediaBrowser is available under the MIT license. See the LICENSE file for more info.


|
CUDNN API
8
|
#include <cudnn_frontend_Tensor.h>
Public Member Functions | |
| std::string | describe () const override |
| Return a string describing the backend Descriptor. More... | |
| Tensor_v8 (Tensor_v8 &&from) | |
| ~Tensor_v8 ()=default | |
| Public Member Functions inherited from cudnn_frontend::BackendDescriptor | |
| cudnnBackendDescriptor_t | get_raw_desc () const |
| cudnnStatus_t | get_status () const |
| Current status of the descriptor. More... | |
| void | set_status (cudnnStatus_t const status_) const |
| Set status of the descriptor. More... | |
| void | set_error (const char *message) const |
| Set Diagonistic error message. More... | |
| const char * | get_error () const |
| Diagonistic error message if any. More... | |
| ManagedOpaqueDescriptor | get_desc () const |
| Returns a copy of underlying managed descriptor. More... | |
| cudnnStatus_t | initialize_managed_backend_pointer (cudnnBackendDescriptorType_t type) |
| Initializes the underlying managed descriptor. More... | |
Private Member Functions | |
| Tensor_v8 ()=default | |
| Tensor_v8 (Tensor_v8 const &)=delete | |
| Tensor_v8 & | operator= (Tensor_v8 const &)=delete |
Private Attributes | |
| cudnnDataType_t | data_type = CUDNN_DATA_FLOAT |
| int64_t | btensor_dimA [CUDNN_DIM_MAX+1] = {-1} |
| Datatype of the elements. More... | |
| int64_t | btensor_strA [CUDNN_DIM_MAX+1] = {-1} |
| n, g, c, d, h, w More... | |
| int64_t | id = -1 |
| n, g, c, d, h, w More... | |
| int64_t | alignment = -1 |
| Unique id of the tensor. More... | |
| int64_t | nDims = -1 |
| Certain engine config expect minimum alignment of 16B. More... | |
| bool | isVirtual = false |
| Number of Dimensions of the tensor. More... | |
Friends | |
| class | TensorBuilder_v8 |
Additional Inherited Members | |
| Protected Member Functions inherited from cudnn_frontend::BackendDescriptor | |
| BackendDescriptor (ManagedOpaqueDescriptor pointer_, cudnnStatus_t status_, std::string err_msg_) | |
| BackendDescriptor ()=default | |
| Protected Attributes inherited from cudnn_frontend::BackendDescriptor | |
| ManagedOpaqueDescriptor | pointer |
| cudnnStatus_t | status = CUDNN_STATUS_SUCCESS |
| Shared pointer of the OpaqueBackendPointer. More... | |
| std::string | err_msg |
| Error message if any being set. More... | |
Tensor_v8 Class This class tells the properties of the Tensor_v8 on which the operation will be performed Properties:
Use TensorBuilder_v8 to build this class. Describe returns a string describing the tensor class
Definition at line 51 of file cudnn_frontend_Tensor.h.
|
inline |
Definition at line 75 of file cudnn_frontend_Tensor.h.
References btensor_dimA, btensor_strA, operator=(), Tensor_v8(), and ~Tensor_v8().
|
default |
Referenced by Tensor_v8().
|
privatedefault |
Referenced by Tensor_v8().
|
privatedelete |
|
inlineoverridevirtual |
Return a string describing the backend Descriptor.
Implements cudnn_frontend::BackendDescriptor.
Definition at line 55 of file cudnn_frontend_Tensor.h.
References alignment, btensor_dimA, btensor_strA, data_type, and nDims.
Referenced by cudnn_frontend::TensorBuilder_v8::build(), and Tensor_v8().
|
friend |
Definition at line 53 of file cudnn_frontend_Tensor.h.
Referenced by cudnn_frontend::TensorBuilder_v8::build().
|
private |
Unique id of the tensor.
Definition at line 98 of file cudnn_frontend_Tensor.h.
Referenced by describe().
|
private |
Datatype of the elements.
Definition at line 95 of file cudnn_frontend_Tensor.h.
Referenced by describe(), and Tensor_v8().
|
private |
n, g, c, d, h, w
Definition at line 96 of file cudnn_frontend_Tensor.h.
Referenced by describe(), and Tensor_v8().
|
private |
Definition at line 94 of file cudnn_frontend_Tensor.h.
Referenced by describe().
|
private |
n, g, c, d, h, w
Definition at line 97 of file cudnn_frontend_Tensor.h.
|
private |
Number of Dimensions of the tensor.
Definition at line 101 of file cudnn_frontend_Tensor.h.
|
private |
Certain engine config expect minimum alignment of 16B.
Alignment of the tensor.
Definition at line 100 of file cudnn_frontend_Tensor.h.
Referenced by describe().


Leverages 'dplyr' to process the calculations of a plot inside a database. This package provides helper functions that abstract the work at three levels: outputs a 'ggplot', outputs the calculations, outputs the formula needed to calculate bins.
| Version: | 0.3.0 |
| Depends: | R (≥ 3.1) |
| Imports: | dplyr (≥ 0.7), rlang (≥ 0.2.0), ggplot2, purrr |
| Suggests: | dbplyr (≥ 1.2.0), testthat, tidyr, covr |
| Published: | 2018-05-06 |
| Author: | Edgar Ruiz [aut, cre] |
| Maintainer: | Edgar Ruiz <edgar at rstudio.com> |
| BugReports: | https://github.com/edgararuiz/dbplot/issues |
| License: | GPL-3 |
| URL: | https://github.com/edgararuiz/dbplot |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | dbplot results |
| Reference manual: | dbplot.pdf |
| Package source: | dbplot_0.3.0.tar.gz |
| Windows binaries: | r-devel: dbplot_0.3.0.zip, r-release: dbplot_0.3.0.zip, r-oldrel: dbplot_0.3.0.zip |
| OS X binaries: | r-release: dbplot_0.3.0.tgz, r-oldrel: dbplot_0.3.0.tgz |
| Old sources: | dbplot archive |
| Reverse suggests: | modeldb |
Please use the canonical form https://CRAN.R-project.org/package=dbplot to link to this page.


Arizona ‘Wizard Rock,’ missing 1-ton boulder, mysteriously returns
by Dom CalicchioForest officials in Arizona were mystified in October when local landmark Wizard Rock, a 1-ton boulder, suddenly vanished from its position along Highway 89 in Prescott.
Now they’re equally stumped by the boulder’s mysterious return on Friday. But they’re also pleased.
ARIZONA NATIONAL FOREST'S 1-TON BOULDER CALLED 'WIZARD ROCK' GOES MISSING
“We are thrilled the Wizard Rock was returned, and are grateful that whoever took it was conscientious enough to give it back to the public,” Sarah Clawson, a ranger for Prescott National Forest's Bradshaw Ranger District, wrote in a statement, according to the Arizona Republic.
A forest employee made the happy discovery, FOX 10 of Phoenix reported.
The popular landmark, described as “a beautiful black boulder with white quartz running through it,” went missing more than two weeks ago from Prescott National Forest, the U.S. Forest Service said Monday in a news release. It was believed someone used “heavy equipment” to remove the boulder.
The disappearance sparked national media attention – and a lot of speculation about how the big rock vanished.
CLICK HERE TO GET THE FOX NEWS APP
Now that it’s back, Prescott National Forest officials say they’re considering a new location for the rock, so visitors can see it more easily, the Republic reported.
Forest officials reminded the public that permits are required before removing rocks, trees or other elements from a natural setting.
Fox News' Stephen Sorace contributed to this story.


From Much Depends On Dinner : The Extraordinary History And Mythology, Allure And Obsessions, Perils And Taboos, Of An Ordinary Meal by Margaret Visser:
At the end of the seventeenth century, John Evelyn wrote a book on salads, called Aceteria (things in vinegared dressing): A Discourse of Sallets, in which he extols the reign of lettuce over the salad bowl. “And certainly ‘tis not for nothing,” he wrote, “that our Garden-Lovers, and Brothers of the Sallet, have been so exceedingly Industrious to cultivate this Noble Plant, and multiply its Species; for… by reason of its soporiferous quality, lettuce ever was, and still continues the principal foundation of the universal tribe of Sallets, which is to cool and refresh, besides its other properties,” which include inducements to “morals, temperance, and chastity.”


The Store
Home
Books
Albums
LOVE SONGS DRUG SONGS - The X Ambassadors
Category: Alt Rock
Price: $14.99
Description:
Tracks:
Unconsolable
Love Songs Drug Songs
Down With Me
Stranger
Litost
Brother
TALKING IS HARD - Walk the Moon
Category: Indie Rock
Price: $7.99
Description:
Tracks:
Different Colors
Sidekick
Shut Up and Dance
Up 2 U
Avalanche
Portugal
Down in the Dumps
Work this Body
Spend Your $$$
We Are the Kids
Come Under the Covers
Aquaman
Boyfriend
This Must Be The Place (Naive Melody)


Use this command to turn the display of the cube's borderlines for the OpenGL visualization on or off.


Expected input is JSON with a "points" list of one or more tasks.
Valid input for this protocol will create a project (if needed) containing all tasks in the "tasks" dictionary:
{
"note": "Project note",
"group": "Project group",
"source": "Neu3",
"points": [{"Pos": [14049,14237,17567],
"Prop": {"action": "to split",
"user":"shinomiyaa"},
"priority": "2"},
{"Pos": [24049,24237,17567],
"Prop": {"action": "to split",
"user":"shinomiyaa"},
"priority": "2"},
{"Pos": [34049,34237,17567],
"Prop": {"action": "to split",
"user":"neacee"}
}
]
}
Elements in gray are optional, all others are required. Any additional data not shown above is ignored.


Password:
Inbox:
{{inb}}
Refresh
Delete all messages
{{ message.subject }}
To:
{{ selectedMessage.subject }}
From:
{{ selectedMessage.sender.name }} <{{ selectedMessage.sender.address }}>
To:
Created:
{{ selectedMessage.created_at | date:'medium' }} (
)
Delete message
{{tab.title(selectedMessage)}}


Tour Operator "LikeAlmaty" was founded by an experienced professional team coming from various Tourist Holdings, specialized in the planning, booking and management of any travel operation related to groups in Kazakhstan and worldwide.
We always work thinking of you, of your needs, but above all, of your expectations. We know that every detail is important, and for this reason make our best effort to care for all those "little things" which will always make the difference so that your trip will be exceptional.
Our service is characterized by being flexible and creative in the design of itineraries;
For this we are diligent in the selection of our transport personnel, guides and all those persons involved in the operation.
We intend to show you a variety of nature places, national shows, and even meet with some of the people who live here.
We make sure that your vacation matches and exceeds your interests, and expectations.
Our professional and experienced team always at your disposal and ready to arrange every element of your holiday including flights, transfers excursion, tours and any other additional services
Hotels in Kazakhstan, range from luxurious multinational hotel chains to simple and small family run hotels. Accommodation is reasonably priced and you will be able to find a hotel to fit almost any kind of budget
Our VIP Service is at your disposal 24 hours a day, 7 days a week. In addition to our outstanding personal service and attention to every client's individual needs, we offer a unique world class VIP service to ensure our clients enjoy every aspect of luxury travel in true style
Our fleet is used for all kinds of transfers: airport transfers, complete organization of all transport requirements for meetings, incentive trips and excursions, as well as group handling.


Ryan Yang
Project Portfolio
Ryan Yang is a 4th year Computer Engineering student.
Projects
I don't really have any
Tomato
UpUrVent


jQuery Gradient Creator is a jQuery plugin that allows you to add gradient generators in your web apps and sites. Smart and fully cutomizable, it is suitable for any type of use : CSS generators, HTML5 canvas applications, live usages ...
Like any jQuery plugin : $('#targetID').gradientCreator(params);


Editing a Security Role
How to edit the settings and details of a security role using the Security Roles module.
- Navigate to Admin > Security Roles - OR - Go to a Security Roles module.
- If the required role is not displayed, at Filter By Role Group select the role from the drop down list.
- Click the Edit button beside the role to be edited.
- Edit the settings as required.
-


| Class | Description |
|---|---|
| Driver |
Scriptella Driver for Janino Java Compiler.
|
| JaninoConnection |
Scriptella connection adapter for Janino Script Evaluator.
|
| JaninoQuery |
A base class for Janino <query> elements.
|
| JaninoScript |
A base class for Janino <script> elements.
|
| Exception | Description |
|---|---|
| JaninoProviderException |
Thrown to indicate Janino failure.
|
This driver allows to embed Java code into <query> and <script> elements. This code is compiled by Janino and executed by Scriptella engine. For simple scripting solutions refer to JEXL expression language which is interpreted and less powerful.
Janino scripting elements are implicit subclasses of Query and Script base classes.
| Driver class: | scriptella.driver.janino.Driver |
| Runtime dependencies: | janino-2.6.1+.jar |
| Name | Description | Required |
|---|
In other words the script element is an implementation of execute
method of JaninoScript
class.
In other words the query element is an implementation of execute
method of JaninoQuery
class.
<connection driver="janino"/>
<query>
set("name", "John");
next();
<script>
System.out.println("Processing: "+get("name"));
</script>
</query>
In this example the query produces a row having a column name=John.
The child script prints a message using a column from a row produced by setting name to "John" and calling next()
to allow nested content to be executed:
Processing: John
ODBC sample from Scriptella examples distribution also shows several use-cases for Janino.
org.codehaus.janino.source_debugging.enable=true
.Copyright © Copyright 2006-2019 The Scriptella Project Team.


{% extends '_layouts/layout.html' %} {% block page_title %} {% endblock %} {% block content %}
{{ error.general }}
Knowing where you are helps us find services in your area.
{{ error }}


Home
Diary
SNS
Military
SNS
This is a website for utilized Web Crawling.-pended
Home
Diary
SNS
Military
I searched only to find that it's
impossible
in static website.


Thymeleaf - Bootstrap Wizard
Home
(current)
About
Services
Contact
Create account
Account
Account Information
User name *
Password *
Confirm Password *
(*) Mandatory
Profile
Profile Information
First name *
Last name *
Email *
Address
Age *
The warning step will show up if age is less than 18
(*) Mandatory
Warning
You are to young
Please go away ;-)
Finish
Terms and Conditions
I agree with the Terms and Conditions.


#include <frame-set.h>
Definition at line 91 of file frame-set.h.
◆ RxFrameSet()
| RxFrameSet::RxFrameSet |
( |
| ) |
|
◆ ~RxFrameSet()
| RxFrameSet::~RxFrameSet |
( |
| ) |
|
◆ binPayload() [1/2]
| std::string RxFrameSet::binPayload |
( |
| ) |
const |
|
inline |
Return the content of the binPayload_ from 0 until tot_length_ array.
Definition at line 142 of file frame-set.h.
◆ binPayload() [2/2]
| std::string RxFrameSet::binPayload |
( |
bool |
extract | ) |
const |
Return the content of the binPaylaod_.
- Parameters
-
| extract,if | true return binPaylaod_ from 0 up to tot_length_ array, otherwise up to MAX_BIN_PAYLOAD_ARRAY_LENGTH. |
Definition at line 129 of file frame-set.cpp.
◆ curr_length()
| size_t RxFrameSet::curr_length |
( |
| ) |
const |
|
inline |
Reference to the curr_length_ variable.
Definition at line 124 of file frame-set.h.
◆ displaySet()
| std::string RxFrameSet::displaySet |
( |
| ) |
|
◆ getError()
| bool RxFrameSet::getError |
( |
| ) |
const |
|
inline |
◆ setError()
| void RxFrameSet::setError |
( |
| ) |
|
|
inline |
◆ t_last_rx_frame()
| double RxFrameSet::t_last_rx_frame |
( |
| ) |
const |
|
inline |
Reference to the pktID_ variable.
Definition at line 133 of file frame-set.h.
◆ tot_length()
| int RxFrameSet::tot_length |
( |
| ) |
const |
|
inline |
Reference to the tot_length_ variable.
Definition at line 115 of file frame-set.h.
◆ UpdateRxFrameSet()
| void RxFrameSet::UpdateRxFrameSet |
( |
char * |
frame, |
|
|
size_t |
offset, |
|
|
size_t |
length, |
|
|
int |
tot_length, |
|
|
double |
time |
|
) |
| |
◆ binPayload_
array to store binary data received as frames.
Definition at line 95 of file frame-set.h.
◆ binPayloadCheck_
array to count already received frames.
Definition at line 99 of file frame-set.h.
◆ curr_length_
| size_t RxFrameSet::curr_length_ |
|
private |
◆ error_
◆ t_last_rx_frame_
| double RxFrameSet::t_last_rx_frame_ |
|
private |
◆ tot_length_
| int RxFrameSet::tot_length_ |
|
private |
The documentation for this class was generated from the following files:


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local-time
Copyright © 2012 Daniel Lowe <dlowe dlowe.net>
Copyright © 2012 Attila Lendvai <attila.lendvai gmail.com>
This manual describes the local-time
Common Lisp library which is
based on Erik Naggum's The Long, Painful History of Time
[NaggumPaper] paper.
The local-time
library is a Common Lisp library for the manipulation of
dates, times and intervals. It was originally based almost entirely
upon Erik Naggum's paper The Long Painful History of Time
[NaggumPaper]. Many of the core concepts originated from this paper,
such as the seperation of days and seconds, the choice of 2000-03-01
as the standard epoch, and the timestring format.
Caveats: This implementation assumes that time zone information is stored in the tzfile format. The default timezone is loaded from /etc/localtime. On non-POSIX systems, this will certainly give different results than the system time handling.
It's a good idea to treat all values as immutable objects. local-time
will not modify any object it was given unless explicitly asked to by
the :into
keyword argument.
timestamp
values can represent either a date, a daytime or a time value. It has the following slots:(defclass timestamp () ((day :type integer) (sec :type integer) (nsec :type (integer 0 999999999))))The following constraints apply to the specific types:
- date: must have a +utc-zone+ timezone and the sec slot must be the first second of a day; In other words, the time elements of the
timestamp
value must have their least possible values.- time: the day slot must be zero.
timezone
objects represent timezones - local and political modifications to the time representation. Timezones are responsible for storing offsets from GMT, abbreviations for different sub-timezones, and the times each sub-timezone is to be in effect.
The variable *default-timezone* contains the timezone that will be used by default if none is specified. It is loaded from /etc/localtime when the library is loaded. If /etc/localtime is not present, it will default to UTC.
Define zone-name (a symbol or a string) as a new timezone, lazy-loaded from zone-file (a pathname designator relative to the zoneinfo directory on this system. If load is true, load immediately.
timestamp
ObjectsProduces a
timestamp
instance from the provided universal time universal. Universal time is defined in the Common Lisp Specification as the number of seconds since 1900-01-01T00:00:00Z.
Produces a
timestamp
instance from the provided unix time unix. Unix time is defined by POSIX as the number of seconds since 1970-01-01T00:00:00Z.
Produces a
timestamp
instance with the current time. Under sbcl, the new timestamp will be precise to the microsecond. Otherwise, the precision is limited to the second.
Produces a
timestamp
instance that corresponds to today's date, which is the midnight of the current day in the UTC zone.
Returns a new
timestamp
instance corresponding to the specified time elements. The offset is the number of seconds offset from UTC of the locale. If offset is not specified, the offset will be guessed from the timezone. If atimestamp
is passed as the into argument, its value will be set and thattimestamp
will be returned. Otherwise, a newtimestamp
is created.
Expands to an expression that creates an instance of a
timestamp
exactly as specified.
Expands to an expression that creates another copy of timestamp that is
timestamp=
to it.
timestamp
ObjectsReturns the day component of timestamp. Although Naggum's paper specifies that the day should be a signed fixnum, it is left unbounded for flexibility reasons.
Returns the 'seconds' component of the time. Valid values for the seconds range from 0 to 86399.
Returns the 'microseconds' component of the time. Valid values for the nanoseconds range from 0 to 999999999.
This returns the date/time specified in timestamp encoded as the number of seconds since January 1st, 1900 12:00am UTC.
This returns the date/time specified in timestamp encoded as the number of seconds since January 1st, 1970 12:00am UTC. It corresponds with the time received from the POSIX call
time()
.
Returns as multiple values the time zone applicable at the given time as the number of seconds east of UTC, a boolean daylight-saving-p, and the customary abbreviation of the timezone.
This macro binds variables to the decoded elements of timestamp. The timezone argument is used for decoding the timestamp, and is not bound by the macro. The value of day-of-week starts from 0 which means Sunday.
Returns the decoded time as
(values ns ss mm hh day month year day-of-week daylight-saving-time-p timezone-offset timezone-abbreviation)
.

Returns the earliest timestamp passed to it.
This returns the index of the day of the week, starting at 0 which means Sunday.
Note: ”Day of the week” is ambigous and locale dependent.
Returns the UNIVERSAL-TIME corresponding to timestamp.
Note: Subsecond precision is not preserved.
Returns the ordinal millennium, century or decade upon which the timestamp falls. Ordinal time values start at 1, so the (timestamp-century (now)) will return 21.
Returns the decoded part of the timestamp.
Add or subtract the amount to the time using the specified unit. unit may be one of (
:nsec
:sec
:minute
:hour
:day
:month
:year
). The value of the parts of the timestamp of higher resolution than the UNIT will never be touched. If you want a precise number of seconds from a time, you should specify the offset in seconds.
Returns a timestamp with its parts maximized up to part. part can be any of (:nsec :sec :min :hour :day :month). If into is specified, it will be modified and returned, otherwise a new timestamp will be created.
Returns a timestamp with its parts minimized up to part. part can be any of (:nsec :sec :min :hour :day :month). If into is specified, it will be modified and returned, otherwise a new timestamp will be created.
Alters various parts of timestamp, given a list of changes. The changes are in the format
(offset part value)
and(set part value)
.;; Return a newtimestamp
value that points to the previous Monday (adjust-timestamp (today) (offset :day-of-week :monday)) ;; Return a newtimestamp
value that points three days ahead from now (adjust-timestamp (today) (offset :day 3))Keep in mind that
adjust-timestamp
is not a mere setter for fields but instead it handles overflows and timezone conversions as expected. Also note that it's possible to specify multiple commands.The list of possible places to manipulate are:
:nsec
:sec
:sec-of-day
:minute
:hour
:day
:day-of-month
:month
:year
.
Just like
adjust-timestamp
, but instead of returning a freshly constructed value, it alters the provided timestamp value (and returns it).
Returns the number of whole years elapsed between time-a and time-b.
Note: This is useful for calculating anniversaries and birthdays.
Returns the number of days in a given month of the specified year.
The constant +iso-8601-format+ is bound to a description of the ISO 8601 format. An output with this format will look like this: ‘2008-03-01T19:42:34.608506+01:00’. This is the default format for the
format-timestring
function.
The constant +asctime-format+ is bound to a format mirroring the output of the POSIX asctime() function. An output with this format will look like this: ‘Sat Mar 1 19:42:34 2008’.
The constant +rfc-1123-format+ is bound to a description of the format defined in RFC 1123 for Internet timestamps. An output with this format will look like this: ‘Sat, 01 Mar 2008 19:42:34 EDT’.
The constant +iso-week-date-format+ is bound to a description of the ISO 8601 Week Date format. An output with this format will look like this: ‘2009-W53-5’.
Parses a timestring and returns the corresponding
timestamp
. Parsing begins at start and stops at the end position. If there are invalid characters withintimestring
and fail-on-error isT
, then aninvalid-timestring
error is signaled, otherwiseNIL
is returned.If there is no timezone specified in
timestring
then offset is used as the default timezone offset (in seconds).
Constructs a string representation of TIMESTAMP according to FORMAT and returns it. If destination is T, the string is written to *standard-output*. If destination is a stream, the string is written to the stream.
FORMAT is a list containing one or more of strings, characters, and keywords. Strings and characters are output literally, while keywords are replaced by the values here:
:year
- *year
:month
- *numeric month
:day
- *day of month
:weekday
- *numeric day of week, starting from 0 which means Sunday
:hour
- *hour
:min
- *minutes
:sec
- *seconds
:msec
- *milliseconds
:usec
- *microseconds
:nsec
- *nanoseconds
:iso-week-year
- *year for ISO week date (can be different from regular calendar year)
:iso-week-number
- *ISO week number (i.e. 1 through 53)
:iso-week-day
- *ISO compatible weekday number (i.e. monday=1, sunday=7)
:ordinal-day
- day of month as an ordinal (e.g. 1st, 23rd)
:long-weekday
- long form of weekday (e.g. Sunday, Monday)
:short-weekday
- short form of weekday (e.g. Sun, Mon)
:long-month
- long form of month (e.g. January, February)
:short-month
- short form of month (e.g. Jan, Feb)
:hour12
- hour on a 12-hour clock
:ampm
- am/pm marker in lowercase
:gmt-offset
- the gmt-offset of the time, in +00:00 form
:gmt-offset-or-z
- like :gmt-offset, but is Z when UTC
:timezone
- timezone abbrevation for the time
Elements marked by * can be placed in a list in the form:
(:keyword padding &optional (padchar #\0))The string representation of the value will be padded with the padchar.
You can see examples by examining the values in +iso-8601-format+, +asctime-format+, and +rfc-1123-format+.
Produces on stream the timestring corresponding to the timestamp with the given options. If stream is
nil
, only returns a string containing what would have been the output. If stream ist
, prints the string to *standard-output*.Example output:
LOCAL-TIME> (format-timestring nil (now)) "2008-03-01T19:42:34.608506+01:00"
Formats the time like format-timestring, but in RFC 3339 format. The options control valid options in the RFC.
Returns the julian date of the date portion of timestamp.
Returns the modified julian date of the date portion of timestamp.


"Developed by world-class developers, Travel Trivia is the very first of its kind.."
"An absolute must for CEOs that are always on the go."


class Constructor : Debuggable
Constructor is responsible for looking at the city... seeing what the demand is for each type of zone and then attempting to place them in the most desirable spots...
cityMap
- the map to operate on
Constructor(cityMap: CityMap)
Constructor is responsible for looking at the city... seeing what the demand is for each type of zone and then attempting to place them in the most desirable spots... |
val cityMap: CityMap
the map to operate on |
|
var debug: Boolean |
fun tick(): Unit
loop over each Zone and figure out how many buildings to plop and then actually plop them... |
open fun debug(message: () -> String): Unit |


{% extends "dlabsite/base.html" %} {% load staticfiles %} {% block description %} "Directions to the Dosenbach Lab at Washington Univeristy in St. Louis School of Medicine" {% endblock %} {% block title %} Careers {% endblock %} {% block careers %} class="active" {% endblock %} {% block content %}
The job links below are for external (Non-WashU) applicants only. If you are already a WashU employee, please apply here.


The passage from the BVIs to St. Martin was slow and bumpy but
we made it without issues. We anchored on the NW side of
St. Martin in Marigot bay and then checked in the next day.
This side of St. Martin is ruled by the French and the
restaurants and bakeries really give you that feeling of France.
The anchorage became rolly over the night so the next morning we
moved into Simpson Bay Lagoon.
There are many cruisers here, some never leave the island, some
are headed south and others north. In the morning there is
a cruisers net on the VHF and one of the boats who contacted us
was and old friend from last year Sea Schelle. Sea Schelle
had been in the Bahamas with us but spent the hurricane season
in St. Croix and then has been doing the Eastern Caribbean this
year so this is the first time we have caught up with them.
They were also anchored in the lagoon so we moved beside them
and caught up with past adventures. Sea Schelle has three
girls, Sage, Jona and Ayla are2, 8 and 10 so Derek had a couple of
playmates.
On Tuesday April 30th the Dutch side of St. Martin ended their
Carnival month with a parade. Taking the local bus over to
the Dutch side we just missed the 1st two floats/bands/dancers
but caught the rest of the parade. This is our first
carnival and I was not prepared for the loud loud loud music.
Did I mention it was loud. The speakers for the bands were
so powerful that when you were close to the bass speakers you
would think your heart took on the beat of the music vs. your
own heart rhythm. Not sure how the dancers survived being
that close to the speakers but everyone seemed to be having a
good time. Of course the free drinks that were being
offered I am sure helped everyone's attitudes.
Did not know that May 1st is "May Day" a holiday for just about
every nation except for the U.S. Kind of interesting to see
and hear about some of the pros/cons of the U.S. vs. the rest of
the world.
On May 3rd the new bridge for St. Martin came into the Lagoon.
There is a new road/bridge being added by the airport to ease
the traffic issues on the main road. We were able to have
front row seats for the bridge coming in to the harbor.
Not sure if the channel was deep enough for the bridge so early
in the morning there was a backhoe digging it a bit deeper.
The anchorage we had also gave us front row seats for the
airplanes taking off. The planes are loud but we have been
conditioned by the Carnival so they are not too bad now.
A good weather window opened up, so after an incredible French
lunch, complete with dessert, we will head out to our next stop,
which is the island of Antigua.
05/03/13; St. Martin and St. Maarten (Dutch & French), Carnival
St. Martin and it's two countries |
All the men wanted their pictures with the
pretty girls |
They must have strong necks. |
Elaborate costumes |
Can you say SPEAKERS |
Dredging in St. Maarten
|
St. Martin's airport close up |
Large ship bringing in bridge piece |
Choices, choices |
Open air market in St. Martin |
|
|
|


Biopane Energy
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--- layout: archive title: Zulip Chat Archive permalink: /stream/116395-maths/topic/one-line.20proof.20of.20triviality.html ---
The following is a bit annoying from a pedagogical perspective. Is there any workaround short of "don't introduce epsilon" or "remove epsilon by writing show (b - a) / 2 > 0
before linarith
"? I'm completely happy to make local modifications to linarith
; I'm thinking about making a real number game but obviously I want to make everything as easy as possible for the mathematician end-user (I'm targetting UGs who are learning about limits right now at my university).
import data.real.basic example (a b : ℝ) (h : a < b) : (b - a) / 2 > 0 := by linarith -- works example (a b : ℝ) (h : a < b) : true := begin let ε := (b - a) / 2, have h : ε > 0, linarith, -- fails end
Does dsimp [ε]; linarith
work?
Aah it does. I tried unfold \e
and that didn't work but your trick does.
I'd still rather have a tactic which didnt mention epsilon at all though, so I could just attach it to linarith.
dsimp *, linarith
works
If you used generalize
instead of let
it would work.
although it might well have side effects.
generalize
makes more sense for learners.
because you get the hypothesis that epsilon = (a - b) / 2
but epsilon isn't in the target until after the have
you're right though in that if I add h1 : ε = (m - l) / 2
to the local context then linarith works again. What does this ε : ℝ := (m - l) / 2,
mean then? linarith can't see through it but it's not a hypothesis either?
I could hack let
so that let A := B
adds h : A = B
to the local context :-)
In fact if let A := B
changed the local context by adding A : real
and hA : A = B
rather than doing what it currently does, I wouldn't be in this situation.
generalize
is exactly your hacked let. generalise h : (a - b) / 2 = epsilon
does what you want I think.
 I tried it and it didn't work but I think I got the equality the wrong way around. Thanks! I misunderstood the man page -- it talking about replacing things in the "target" which I incorrectly assumed meant "the goal"
I think it does mean the goal. If there is an (a - b) /2
in the goal it will be replaced with epsilon
I thought I added the set
tactic because you asked exactly this question before. set ε := (b - a) / 2 with h
or something like that should work.
you're right though in that if I add
h1 : ε = (m - l) / 2
to the local context then linarith works again. What does thisε : ℝ := (m - l) / 2,
mean then? linarith can't see through it but it's not a hypothesis either?
It means epsilon is "locally defined" to be (m - l)/2
. You shouldn't expect linarith
to see through it any more than if it were a function epsilon m l
you defined separately.
https://leanprover.zulipchat.com/#narrow/stream/116395-maths/topic/linarith.20failure/near/157057941
Would it make sense for linarith [ε]
to unfold epsilon as a preprocessing step?
That syntax is taken for adding to/restricting the list of inequalities it uses, but yes, something like that could be done. But linarith unfolding [epsilon]
would just be sugar for unfold epsilon; linarith
, it's barely different.
I tried unfold epsilon and it didn't work iirc
I like the set
solution best! Thanks Rob
Not all unfolding tactics know how to unfold let expressions in the context, they are a bit special
dsimp
does, but AFAIK dunfold and unfold don't
I like the
set
solution best! Thanks Rob
I'm not surprised, since it was added in response to you asking this exact question in January!
January was a long time ago for my brain :D
the gift that keeps on giving
I'll try to remember to ask again next August or so.
In fact I'm more likely to remember it this time, because probably in Jan I just needed it to show off Lean in some informal seminars I was giving to analysis students, whereas this time I am trying to make some real number game using it so now I have to think about how to teach it, and teaching is always a good way of learning stuff.
https://leanprover.zulipchat.com/#narrow/stream/116395-maths/topic/linarith.20failure/near/157057941
In practice I have some positive real eps := (b - a) / 2
rofl
As a bit of solace... at some point I found a really interesting question on mathoverflow about the Mumford–Tate conjecture. I was so excited that someone was thinking about these questions in the exact same way as I was... well you can figure out the rest (-;
Oh that happens to me all the time! :D
{% endraw %}Last updated: Apr 24 2020 at 19:02 UTC


Equivalent to choosing the Show All command from the Filter submenu on the Data menu. Displays all items in a filtered list.
Syntax
FILTER.SHOW.ALL()
Return to index


wp-screenshots plugin 2008/01/22
Ever wanted Wordpress to display small screenshots of pages you're linking to like the del.icio.us homepage? Neither have I but a friend wanted it and I wanted to build a Wordpress plugin, so here it is.
wp-screenshots
takes the URL of a del.icio.us RSS feed as input and gives back a <ul>
containing thumbnails from the unofficial Snap API.
Installation is as easy as running svn co http://svn.rcrowley.org/svn/wp-screenshots/ ./
in your wp-content/plugins/
directory. You can then use the PHP function screenshots()
anywhere in your templates. As a bonus, if you setup wp-screenshots.php
to run as a cronjob, it'll understand what's up and just hit the proper image URLs to make sure Snap's cache is primed for your page views.
Comments (6)
would have been nice if you used the plugin in this post. :-)
— Paul Stamatiou — 2008/01/23 1:01 am
Interesting. I've been looking for some documentation on the snap API, and this is about as much as I've found, so many thanks!
However, I can't seem to get the request URL to work for me..  Since I seem to be making some sort of mistake, I can't just go and see for myself.
Thanks for the great info!
— M. Jackson Wilkinson — 2008/01/23 1:53 pm
@ M. Jackson Wilkinson, if you type those in, you'll see large is the other option, giving 427x274 jpegs. http://www.snap.com/snapshots_faq.php#Parameters has a list that's semi-related of the parameters.
If you want larger pictures, webkit2png is wonderful on macs, there are random solutions for linux, but I haven't heard of any that I would describe as great. You can create a job that runs the script to create the image on your server once and you're set, rather than relying on Snaps (which I hate for many reasons, not least of which is that I can't make them update the image of my site, I try, but it doesn't work).
— David Hall — 2008/01/23 2:32 pm
@ M. Jackson Wilkinson: The link you posted in the comment actually displays correctly now. They don't have a screenshot for everything but once something is requested the first time, they generate and cache the thumbnail. The cronjob mode of the plugin is there to address this issue.
— Richard Crowley — 2008/01/23 2:43 pm
Gotcha -- I suppose I was being a bit too impatient :) Thanks for the info, and thanks for the head start with the plugin!
— M. Jackson Wilkinson — 2008/01/24 6:47 am
Thank you :) Ms. Baratz will benefit from this.
You forgot to mention that free food inspired this plugin.
— Andrew Mager — 2008/01/25 12:41 pm


My Cases Portal |
Top Previous Next |
|
The My Cases Portal is a module where all project activity is organized and managed at the case level.
To enter a Case Portal users can perform the following:
-Select a Case in the dropdown list and select Enter button. The dropdown list will only contain cases the user has access to under the Manage Users section.
-Select any case name or values in the grid display or any of the chart bars to filter the appropriate projects in the portal's Case Projects submodule.
Note: Only Cases with active projects (active means only those projects that are not complete), appear in the grid and chart sections. To enter a case portal that has newly created or a case that does not have Active project needs to be selected in the dropdown list along with the Enter button process.
-After any selection has been selected, the user will be redirected to the selected Case Portal:
|


Callsigns-directory.
You will find in this module the information that the users will have
accepted to leave there: name, first name, address, phone number, etc...
You will be able, as well, to update your own various information.
N : Modify your name and address.
R : Search for information about a user.
I : List the connected callsigns.
N : Modify your name and address. If the information in the file is
erroneous, or should they have changed, you can modify them with this
command. A space or a return as an answer to the question will not
modify the content. If the content of the file is correct,
you can skip modification by replying N to the modification request.
R : Search for information about a user. If the user is known in the file,
you will get information about him. You can concatenate the callsign
of the user who is searched for behind the command.
Ex.: R F6FBB will give information about F6FBB.
I : List the callsigns of the users who are connected the server. This
list is sorted in an alphanumeric order.
F : Switches back to the Server main menu.
B : Quit and Disconnect.
This page was last updated


Number Matching Game
As tiles appear at the top, click the matching number to make them go away.Score:
Trial time:
Targets:
Arabic
Mayan
Dice
Dots
Responses:
Arabic
Mayan
Dice
Dots
Timing:
Manual
Automatic
Size:
5
10
15


During the 90s, video games were starting to become mainstream. As graphics got more realistic, and developers began experimenting more, some games being put out were considered "mature". Doom was one of the first mainstream titles to feature the player in the first-person perspective of the protagonist. It featured tons of violence, and it was available on many platforms, making it easy to get into the hands of young children. Games like this and others were beginning to cause a problem, since the majority of players back in the 90s were children.
With games such as Mortal Kombat hitting arcades, boasting violence, blood and gore, parents started to become concerned with the games their children were playing. Many meetings were held to determine how to regulate the medium so less hyper-violent games were getting in the hands of young children. They came up with a system that would still be used in games today: the ESRB.
With this new system, similar to how the MPAA rates films, the ESRB rates games based on the age level they are appropriate for. For example, "E" for "Everyone" and "M" for "Mature".
This controversy that went on in the 90s seems somewhat trivial, however it was a huge step in getting video games to be taken seriously as a medium, and to jumpstart them into the gigantic medium they are today.


{% extends "layout.html" %} {% block title %}Forbidden{% endblock %} {% block head %} {% endblock %} {% block body %}
I'm afraid I can't let you do that, Dave.


WebSocket - binary broadcast example
Connect
Send
NOTE:
Server will fail when you will try to send more than 65535 bytes of data (>= 64 KiB)
Copyright (c) 2019-2021 Robert Rypuła -
https://github.com/robertrypula


{% extends 'base.html' %} {% load static %} {% load socialaccount %} {% providers_media_js %} {% block content %}
Your username and password didn't match. Please try again.
{% endif %} {% if next %} {% if user.is_authenticated %}Your account doesn't have access to this page. To proceed, please login with an account that has access.
{% else %}Please login to see this page.
{% endif %} {% endif %}


Edit RGB LED Strip Values
No:
id
room
installation description
color
Edit values
room
installation description
color
close session
Delete user


You will be given a random number at the start of the game.
There are four crystals below. By clicking on a crystal you will add a specific amount of points to your total score.
You win the game by matching your total socre to the random number, you lose the game if your total goes above the random number.
The value of each crystal is hidden from you until you click on it.
Each time when the game starts, the game will change the value of each crystal.
Crystal Number:
Your Number:
Wins:
Losses:


Cross platform player build tools
More...
Cross platform player build tools
◆ BuildUnityPlayer()
| static BuildReport Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.BuildUnityPlayer |
( |
IBuildInfo |
buildInfo | ) |
|
|
static |
Starts the build process
- Returns
- The BuildReport
from Unity's BuildPipeline
◆ BuildUnityPlayerSimplified()
| static async Task<bool> Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.BuildUnityPlayerSimplified |
( |
| ) |
|
|
static |
◆ GetProjectPath()
| static string Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.GetProjectPath |
( |
| ) |
|
|
static |
Get the Unity Project Root Path.
- Returns
- The full path to the project's root.
◆ ParseBuildCommandLine()
| static void Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.ParseBuildCommandLine |
( |
ref IBuildInfo |
buildInfo | ) |
|
|
static |
◆ RestoreNugetPackagesAsync()
| static async Task<bool> Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.RestoreNugetPackagesAsync |
( |
string |
nugetPath, |
|
|
string |
storePath |
|
) |
| |
|
static |
Restores any nuget packages at the path specified.
- Returns
- True, if the nuget packages were successfully restored.
◆ StartCommandLineBuild()
| static async void Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.StartCommandLineBuild |
( |
| ) |
|
|
static |
Start a build using Unity's command line.
◆ SyncSolution()
| static void Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.SyncSolution |
( |
| ) |
|
|
static |
Force Unity To Write Project Files
◆ BuildSymbolDebug
| const string Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.BuildSymbolDebug = "debug" |
|
static |
◆ BuildSymbolMaster
| const string Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.BuildSymbolMaster = "master" |
|
static |
◆ BuildSymbolRelease
| const string Microsoft.MixedReality.Toolkit.Build.Editor.UnityPlayerBuildTools.BuildSymbolRelease = "release" |
|
static |
The documentation for this class was generated from the following file:


Class GridView1DIndexBase<T>
Exactly like GridViewBase<T>, except for the one indexer left to the user to implement is the one which takes a 1D array, and the position-based indexers are implemented off that.
Implements
Namespace: SadRogue.Primitives.GridViews
Assembly: TheSadRogue.Primitives.dll
Syntax
public abstract class GridView1DIndexBase<T> : Object, IGridView<T>
Type Parameters
| Name | Description |
|---|---|
| T | The type of value being stored. |
Remarks
This can be more convenient than GridViewBase<T> for use cases where 1D indices are easiest to work with, and is technically more efficient for cases such as wrapping a 1D array, where the backing data structure takes an index (although this should typically be considered a micro-optimization).
Constructors
GridView1DIndexBase()
Declaration
protected GridView1DIndexBase()
Properties
Count
Declaration
public int Count { get; }
Property Value
| Type | Description |
|---|---|
| Int32 |
Height
The height of the grid being represented.
Declaration
public abstract int Height { get; }
Property Value
| Type | Description |
|---|---|
| Int32 |
Item[Point]
Given a position, returns the "value" associated with that location.
Declaration
public T this[Point pos] { get; }
Parameters
| Type | Name | Description |
|---|---|---|
| Point | pos | Location to retrieve the value for. |
Property Value
| Type | Description |
|---|---|
| T | The "value" associated with the provided location. |
Item[Int32]
Given an 1-dimensional index, returns the value associated with the corresponding position in the map view.
Declaration
public abstract T this[int index1D] { get; }
Parameters
| Type | Name | Description |
|---|---|---|
| Int32 | index1D | 1D index of location to retrieve the "value" for. |
Property Value
| Type | Description |
|---|---|
| T | The "value" associated with the given location. |
Remarks
Typically, this may be implemented in terms of Item[Point] by using FromIndex(Int32, Int32) to calculate the 2D position represented by that 1D index, and passing that position to the Item[Point] indexer to determine the value associated with the position.
Item[Int32, Int32]
Given an X and Y value, returns the "value" associated with that location.
Declaration
public T this[int x, int y] { get; }
Parameters
| Type | Name | Description |
|---|---|---|
| Int32 | x | X-value of location. |
| Int32 | y | Y-value of location. |
Property Value
| Type | Description |
|---|---|
| T | The "value" associated with that location. |
Remarks
Typically, this can be implemented via Item[Point].
Width
The width of the grid being represented.
Declaration
public abstract int Width { get; }
Property Value
| Type | Description |
|---|---|
| Int32 |


Marker color indicates the current streamflow condition. Categories are based on the percentile of existing streamflow record on this day-of-the-year. A streamgage will not be ranked if there is insufficient streamflow record to compute statistics, stream is not flowing, or current streamflow is temporarily unavailable.
| Not Ranked | ||
| Not Flowing | 0 ft3/sec | |
| All-Time Low for this Day | 0th percentile (minimum) | |
| Much Below Normal | <10th percentile | |
| Below Normal | 10th–24th percentile | |
| Normal | 25th–75th percentile | |
| Above Normal | 76th–90th percentile | |
| Much Above Normal | >90th percentile | |
| All-Time High for this Day | 100th percentile (maximum) | |
| Additional magenta halo around marker indicates stream is above NWS flood stage |
Developed by USGS NY WSC


Pennsylvania agrees to upgrade inmates' death row conditions
by MARK SCOLFORO, Associated PressHARRISBURG, Pa. (AP) - Pennsylvania's prison agency is agreeing to improve death row conditions to settle a lawsuit that described the condemned inmates' treatment as degrading and inhumane.
The Corrections Department and lawyers for the inmates who sued announced an agreement Monday that provides people on death row with at least 42½ hours a week out of their cell, daily access to phones and contact visits with their families, lawyers and religious advisers.
The settlement also limits the use of strip searches, shackling and other restraints unless temporarily needed.
Death row inmates who have been psychologically damaged by long periods in solitary confinement will be evaluated and offered help adapting to a general population setting.
A Wolf administration spokesman confirmed the settlement and said many of the agreement's changes have already been adopted.
Copyright 2019 The Associated Press. All rights reserved. This material may not be published, broadcast, rewritten or redistributed.


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Uses of Package
org.gs4tr.gcc.restclient.request
Packages that use
org.gs4tr.gcc.restclient.request
Package
Description
org.gs4tr.gcc.restclient
org.gs4tr.gcc.restclient.operation
org.gs4tr.gcc.restclient.request
Classes in
org.gs4tr.gcc.restclient.request
used by
org.gs4tr.gcc.restclient
Class and Description
JobListRequest
JobRequest
PageableRequest
SubmissionCreateRequest
SubmissionsListRequest
SubmissionSubmitRequest
TaskListRequest
UploadContentReferenceRequest
UploadFileContextRequest
UploadFileRequest
Classes in
org.gs4tr.gcc.restclient.request
used by
org.gs4tr.gcc.restclient.operation
Class and Description
GCRequest
JobListRequest
JobRequest
PageableRequest
SubmissionCreateRequest
SubmissionRequest
SubmissionsListRequest
SubmissionSubmitRequest
TaskListRequest
TaskRequest
UploadContentReferenceRequest
UploadFileContextRequest
UploadFileRequest
Classes in
org.gs4tr.gcc.restclient.request
used by
org.gs4tr.gcc.restclient.request
Class and Description
GCRequest
PageableRequest
UploadFileContextRequest.ContextType
Copyright © 2018. All Rights Reserved.


Practical Probabilistic Machine Learning in Python
Preface
Why read this book
Structure of the book
Acknowledgments
About the Author
PART I: THE FUNDAMENTALS
0.1
Motivation
0.2
Get started
0.3
Usage
1
What is Probabilistic Machine Learning?
2
Before We Start: The Mathematics of Probilistic Machine Learning
3
Getting Started With Probabilistic Machine Learning
3.1
Example one
3.2
Example two
4
Fundamentals of Probabilistic Machine Learning
PART I: THE FUNDAMENTALS
5
Generative Modeling
6
Probabilistic Machine Learning Best Practices
7
Probabilistic Machine Learning for Computer Vision
8
Probabilistic Machine Learning for Text And Sequences
9
Conclusions
References
Published with bookdown
Practical Probabilistic Machine Learning in Python
PART I: THE FUNDAMENTALS


About Me
I am an aspiring web developer looking for a position where I can learn and grow. I have a background
using various programming languages to solve problems in my past positions and bring a
passion for creating a usable web experience.
Experience
2015-Now
Uniform Law Commission
Accounting Assistant
- Worked closely with product support through two CRM migrations
- Used JavaScript to automate features on PDF forms
- Programmed macros in Visual Basic
- Wrote documentation for processes and procedures
2012-2015
Fifield Companies
Accounting Assistant
- Automated processes for monthly reporting on development projects
2010-2012
Harris & Harris
Payment Processor
- Created heavily-customized utility to aid in analyzing data from City of Chicago website
- Wrote 63 page procedural documentation
2005-2009
CCIM Institute
Course Coordinator
- Created tutorial presentation using CMS and HTML for distance learners
2002-2004
Alick's Home Medical
Billing Specialist
- Spearheaded move to electronic claims filing
1999-2002
Association Concepts
Administrative Assistant
- Helped design and handled updates to client website
- Learned how to create events in Alpha4 with no documentation available
Projects
A blog site built with a Node.js backend utilizing MongoDB for data storage, tracking a year-long development challenge.
Created as a redesign of a dated website I stumbled upon, this project was built from wireframe
to Figma layout to code, mobile-first.
A React app that displays resources for learning and practicing web development, using React Router
to create bookmarkable routes that sort resource cards by tag.
This three-page site uses JavaScript functions that fire on scroll to display real estate listings.
Education
1997 - 2001
DePaul University


Analyze Peptide Array Data and characterize peptide sequence space. Allows for high level visualization of global signal, Quality control based on replicate correlation and/or relative Kd, calculation of peptide Length/Charge/Kd parameters, Hits selection based on RFU Signal, and amino acid composition/basic motif recognition with RFU signal weighting. Basic signal trends can be used to generate peptides that follow the observed compositional trends.
| Version: | 2.0.0 |
| Imports: | stringr, drc, ggplot2, reshape2 |
| Published: | 2016-05-22 |
| Author: | Cody Moore |
| Maintainer: | Cody Moore <Jumper9400 at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | VDAP results |
| Reference manual: | VDAP.pdf |
| Package source: | VDAP_2.0.0.tar.gz |
| Windows binaries: | r-devel: VDAP_2.0.0.zip, r-release: VDAP_2.0.0.zip, r-oldrel: VDAP_2.0.0.zip |
| OS X binaries: | r-release: VDAP_2.0.0.tgz, r-oldrel: VDAP_2.0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=VDAP to link to this page.


import os
import gc
import cv2
import csv
import h5py
import random
import numpy as np
from utils import *
import pickle as pkl
import matplotlib.pyplot as plt
from keras.models import load_model
from keras.preprocessing import image
from keras import backend as K
from keras.optimizers import Adam
from sklearn.utils import shuffle
from sklearn.model_selection import train_test_split, ShuffleSplit
np.set_printoptions(suppress=True)
# Paths and Variables
anticlockwise_goodride_data_path = "../../Simulator_Data/Behavioral_Cloning/track1_anticlockwise_goodride/"
clockwise_ride_data_path = "../../Simulator_Data/Behavioral_Cloning/udacity_sample_driving_data/data/"
recovery_ride_data_path = "../../Simulator_Data/Behavioral_Cloning/track1_recovery_ride/"
more_recovery_ride_data_path = "../../Simulator_Data/Behavioral_Cloning/track1_recovery_ride_more/"
h5_data_path = "../../Simulator_Data/Behavioral_Cloning/image_data.h5"
model_path = "./model/"
batch_size = 32
image_shape = (160,320,3)
lines = []
images_fnames = [] # list image paths
image_measurements = [] # list of corresponding steering angle
## Anticlockwise drive
with open(os.path.join(anticlockwise_goodride_data_path, "driving_log.csv")) as csv_file:
csv_reader = csv.reader(csv_file)
for row in csv_reader:
lines.append(row)
## Recovery ride (clockwise + anticlockwise)
with open(os.path.join(recovery_ride_data_path, "driving_log.csv")) as csv_file:
csv_reader = csv.reader(csv_file)
for row in csv_reader:
lines.append(row)
## More Recovery ride (clockwise)
with open(os.path.join(more_recovery_ride_data_path, "driving_log.csv")) as csv_file:
csv_reader = csv.reader(csv_file)
for row in csv_reader:
lines.append(row)
## Clockwise drive (sample data from Udacity)
with open(os.path.join(clockwise_ride_data_path, "driving_log.csv")) as csv_file:
csv_reader = csv.reader(csv_file)
# skip the header here!
headers = next(csv_reader)
for row in csv_reader:
# update relative path
row[0] = os.path.join(clockwise_ride_data_path, row[0])
lines.append(row)
# get the image file names and steering measurements
for line in lines:
# first column is center image name.
images_fnames.append(line[0])
image_measurements.append(float(line[3]))
print("Number of images (# X): ", len(images_fnames))
print("# Y:", len(image_measurements))
# Check out few sample images
images = []
names = []
for idx in random.sample(range(len(images_fnames)), 9):
fname = images_fnames[idx]
images.append(cv2_imread_rgb(fname))
names.append(os.path.basename(fname))
print("Image Shape:", images[0].shape)
plot_images(images, titles=names, fontsize=16)
del images
del names
X_train = []
y_train = []
# get the image file names and steering measurements
for fname in images_fnames:
X_train.append(cv2_imread_rgb(fname))
X_train = np.array(X_train)
y_train = np.array(image_measurements)
X_train, y_train = shuffle(X_train, y_train, random_state=0)
image_shape = X_train[0].shape
print("Train X shape:", X_train.shape)
print("Train Y shape:", y_train.shape)
print("Image shape:", image_shape)
## Save the training data as HDF5 file
## The steering_angle measurement is float64, but save it as float32,
## as it doesn't reduce the resolution much in this case.
with h5py.File(h5_data_path, 'w') as f:
f.create_dataset('images', data=X_train, dtype=np.uint8)
f.create_dataset('steering_angles', data=y_train, dtype=np.float32)
hf = h5py.File(h5_data_path, 'r')
X_train_all = hf.get('images')
y_train_all = hf.get('steering_angles')
X_train_all.shape, y_train_all.shape
type(X_train_all[0][0,0,0]), type(y_train_all[0])
## Create Trainng and Validation sets
trn_inx, val_idx = train_test_split(range(X_train_all.shape[0]), test_size = 0.2, random_state = 101)
# h5 file needs indices in increasing order
trn_inx, val_idx = sorted(trn_inx), sorted(val_idx)
print(len(trn_inx), len(val_idx))
# read the train and validation sets (this may take sometime)
X_train = X_train_all[trn_inx]
y_train = y_train_all[trn_inx]
X_val = X_train_all[val_idx]
y_val = y_train_all[val_idx]
X_train.shape, y_train.shape, X_val.shape, y_val.shape
type(X_train[0][0,0,0]), type(y_train[0])
## Check a few train images and steering angles
plot_images(X_train[:6], titles=y_train[:6], fontsize=16)
del X_train_all
del y_train_all
# del train_gen
gc.collect()
# Custom ImageDataGenerator to flip images and the steering angle
# Train Image generator
ImageGenerator = image.ImageDataGenerator()
TrainImageGenerator = ImageGenerator.flow(X_train, y_train, batch_size=batch_size, seed=101)
def trainGeneratorFunction():
while True:
X, y = TrainImageGenerator.next()
fliplr = [random.randint(0, 1) for _ in range(X.shape[0])]
for i, flip in enumerate(fliplr):
if flip == 1:
X[i] = np.fliplr(X[i])
if y[i] != 0.0:
y[i] = -y[i]
yield X, y
# train_gen = trainGeneratorFunction()
# Train Image Generator
train_gen = image.ImageDataGenerator().flow(X_train, y_train, batch_size=batch_size, seed=101)
# Validation Image Generator
val_gen = image.ImageDataGenerator().flow(X_val, y_val, batch_size=batch_size, seed=201)
# Check train image generator
X, y = next(train_gen)
plot_images(X, titles= y, fontsize=16)
from keras.models import Model
from keras.layers import Input, Flatten, Dense, BatchNormalization, Dropout, Lambda, Cropping2D
from keras.optimizers import Adam
from keras import backend as K
from keras.applications.vgg16 import VGG16, preprocess_input
# Checks which layers in the model are set as trainable
def get_model_trainability(model):
for layer in model.layers:
print(layer.name), print("Convolution Layer:", 'conv' in layer.name), print("Trainable:", layer.trainable)
print()
# This Model uses transfer learning based on the VGG16 network
# Hypothesis: For the road images we don't need to recognize the details such as those with
# faces (eg.: the cats and dogs). We may get by, by just taking VGG features from initial
# layers (re-use VGG16 weights for initial layers) and retrain later layers.
# NOTE: for some reason the keras application VGG16 preprocessing function is not "found" when
# running the model on the simulator (Autonomous mode) so I had to add the Lambda layer with
# those preprocessing operations.
def get_vgg_based_model(input_shape=image_shape, dropout=0.0, regularizer=None,
conv_trainable=False, conv_blocks_to_freeze=5):
image_input = Input(shape=image_shape, name='image_input')
# [123.68, 116.779, 103.939] are the VGG16 RGB mean values of the training images (ImageNet) that
# the original VGG16 developers used for preprocessing the input images.
# We also need to reverse the RGB channels (to BGR) as the VGG16 uses BGR input images.
image_input = Lambda(lambda x: (x - np.array([123.68, 116.779, 103.939]).reshape(1,1,3))[:, ::-1])(image_input)
image_input = Cropping2D(cropping=((50,20), (0,0)))(image_input)
# use the VGG16 model with pre-trained imagenet weights
vgg_model = VGG16(weights='imagenet', include_top=False, input_tensor=image_input)
# Get the outputs of the 5th conv block
X = vgg_model.get_layer('block5_pool').output
X = Dropout(dropout)(X)
X = Flatten()(X)
# Add a few fullyconnected layers
X = Dense(4096, activation='relu', name='fc1', kernel_regularizer=regularizer)(X)
X = BatchNormalization()(X)
X = Dropout(dropout)(X)
X = Dense(4096, activation='relu', name='fc2', kernel_regularizer=regularizer)(X)
X = BatchNormalization()(X)
X = Dropout(dropout)(X)
X = Dense(2048, activation='relu', name='fc3', kernel_regularizer=regularizer)(X)
X = BatchNormalization()(X)
X = Dropout(dropout)(X)
X = Dense(1024, activation='relu', name='fc4', kernel_regularizer=regularizer)(X)
X = BatchNormalization()(X)
X = Dropout(dropout)(X)
Pred = Dense(1, activation=None, name='y_hat')(X)
model = Model(inputs=[vgg_model.input], outputs=Pred)
# By default, the layers are trainable. Freeze initial layers as requested,
# and keep remaining as trainable.
if conv_trainable == False:
layers = np.array([5,3,4,4,4])
conv_layers_to_freeze = np.sum(layers[:conv_blocks_to_freeze])
for layer in model.layers[1:]:
layer.trainable = False
conv_layers_to_freeze -= 1
if conv_layers_to_freeze <= 0 : break
return model
# Freeze weights of the first 2 Conv blocks only and use 50% drouputs as regularization
vgg_based_model = get_vgg_based_model(dropout=0.5, conv_blocks_to_freeze=2)
vgg_based_model.summary()
# Check model trainability
get_model_trainability(vgg_based_model)
lr = 0.001
optimizer = Adam(lr=lr)
# optimizer = SGD(lr=lr, decay=1e-6, momentum=0.9, nesterov=True)
# regularizer = None #l2(0.01)
# dropout = 0.0
# Compile the model
vgg_based_model.compile(loss='mse', optimizer=optimizer)
# Epoch 10
history1 = vgg_based_model.fit_generator(
train_gen,
steps_per_epoch=int(X_train.shape[0]/batch_size),
validation_data=val_gen,
validation_steps=int(X_val.shape[0]/batch_size),
epochs=10)
# Save the model
vgg_based_model.save(model_path+'model_ep10.h5')
# vgg_based_model = load_model(model_path+'model_ep10.h5')
# Adam uses adaptive learning rate for individual parameters.
# Though, lets try to jump lower the learning rate manually.
vgg_based_model.optimizer = Adam(lr=0.0005)
# Epoch 11 to 20
history2 = vgg_based_model.fit_generator(
train_gen,
steps_per_epoch=int(X_train.shape[0]/batch_size),
validation_data=val_gen,
validation_steps=int(X_val.shape[0]/batch_size),
epochs=10)
vgg_based_model.save(model_path+'model_ep20.h5')
vgg_based_model.optimizer = Adam(lr=0.0001)
# Epoch 21 to 30
history3 = vgg_based_model.fit_generator(
train_gen,
steps_per_epoch=int(X_train.shape[0]/batch_size),
validation_data=val_gen,
validation_steps=int(X_val.shape[0]/batch_size),
epochs=10)
vgg_based_model.save(model_path+'model_ep30.h5')
vgg_based_model = load_model(model_path+'model_ep30.h5')
# Epoch 31 to 40
history4 = vgg_based_model.fit_generator(
train_gen,
steps_per_epoch=int(X_train.shape[0]/batch_size),
validation_data=val_gen,
validation_steps=int(X_val.shape[0]/batch_size),
epochs=10)
vgg_based_model.save(model_path+'model_ep40.h5')
vgg_based_model = load_model(model_path+'model_ep40.h5')
vgg_based_model.optimizer = Adam(lr=0.00001)
# Epoch 41 to 60
history5 = vgg_based_model.fit_generator(
train_gen,
steps_per_epoch=int(X_train.shape[0]/batch_size),
validation_data=val_gen,
validation_steps=int(X_val.shape[0]/batch_size),
epochs=20)
vgg_based_model.save(model_path+'model_ep60.h5')
The 'model_ep40.h5' showed the best result when run in autonomous mode and is the one used to generate the video and was renamed to 'model.h5' for submission, as required by the project naming conventions. The 'model_ep60.h5' result was ok but exhibited few jerky movements of the vehicle and also drove over the lane lines at a few locations.
Observation: Although the model @ep40 (40 epochs) shows a little bit of overfitting, it probably isn't much as the autonomous drive test result was good. If we see after 50 epochs (Epoch 10/20 above in the ep41-60 run), the overfitting seems to be increasing and could possibly be the reason for the jerky movements I saw in the autonomous drive test for 'model_ep60.h5'.
The 'model_ep40.h5' is renamed to 'model.h5' is uploaded to the git repo.


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In Parable, a prefix is a single character which is added to the start of a token. The compiler uses this to decide how to process the token.
The prefixes recognized are:
| # | Numbers |
| $ | Characters |
| ' | Strings |
| " | Comments |
| & | Pointers |
Each prefix corresponds to a specific data type. Prefixes are not optional and are a critical part of the language.


Ocean [ad17], ocean, in Crystal Sea
Last updated Turn #127
Ocean [ad17], ocean, in Crystal Sea
------------------------------------------------------------------------
5: Sirocco Traveller [ja8y], ship, 10 hulls, 1 rowing port, 30 sails,
5: 4% damaged, arrived from Ocean [ad18], owner:
5: Toulouse [h1q], Pen, with one worker, 32 sailors
6: Sirocco Traveller [ja8y], ship, 10 hulls, 1 rowing port, 30 sails,
6: 4% damaged, departed for Ocean [ad16].
Routes leaving Ocean:
North, to Ocean [ac17], 6 days
East, to Ocean [ad18], 6 days
South, to Ocean [ae17], 6 days
West, to Ocean [ad16], 6 days


{% extends "layouts/_block_content.html" %} {% from "components/breadcrumbs/_macro.njk" import onsBreadcrumbs %} {% from "components/fieldset/_macro.njk" import onsFieldset %} {% from "components/radios/_macro.njk" import onsRadios %} {% from "components/button/_macro.njk" import onsButton %} {% set page_title = "Help something else" %} {% set breadcrumbsData = [ { "text": "Sign in", "url": "/sign-in" }, { "text": "Help", "url": "/help" } ] %} {% block breadcrumbs %} {{ onsBreadcrumbs({ "ariaLabel": "Breadcrumbs", "id": "breadcrumbs", "itemsList": breadcrumbsData }) }} {% endblock breadcrumbs %} {% block main %}
You can find help for common issues if you sign in to your account.
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{% endblock main %}


{% extends "broadcast/base.html" %} {% load sorter_tags pagination_tags %} {% block title %}Broadcast Schedule{% endblock %} {% block right %} {% sort broadcasts with "broadcasts" as sorted_broadcasts %} {% autopaginate broadcasts 15 %}


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Mean.js
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Intro


My Thoughtful Website
This is a website which is the home and directory of other websites.
Outer Space, Brisbane (+ online) - 5th June, 2021
Tyza Hart
Imogen Corbett
Kat Methanisa
Sarah
Olivia Trenorden
Seta Garabet
Leanne & Allan
The Brisbane Indie Project


LabLua is a research laboratory at PUC-Rio, affiliated with its Computer Science Department. It is dedicated to research about programming languages, with emphasis on research involving the Lua language. LabLua was founded on May 2004 by Prof. Roberto Ierusalimschy.
In these pages you can find information about current and past projects, publications and members. Please follow the links above to go to the other sections of the web site.
LabLua is available for training in Lua and consulting work in projects that use the Lua language. Contact Prof. Ierusalimschy or Ana Lúcia de Moura for more details.
You can contact LabLua at<EMAIL_ADDRESS>You can also contact LabLua by phone: +55-21-3527-1497 Ext. 4524


Objective
- Create an audio ID that would be ready for the launch of desktop terminals
- Find ways to use the mnemonic throughout the Eikon launch, whether on spots, the terminal, or physical location
- The music and sound design has to be modern, curious and have gravitas
Work Plan
- Create a palette of instruments that can become as powerful as the four-note audio ID
- Compose in mixed meters and unusual changes to keep the listener intrigued
- Using a combination of talent that are from different musical disciplines that create a unique sound, which also becomes as powerful as the audio ID
- Find ways to use the unique sound and the memorable audio ID in new and creative ways that add value
Examples
Thomson Reuters "On"
Thomson Reuters Eikon


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WorkFar Monitor™ is used to track your progress on your employer's work.
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WorkFar Monitor™ bills the employer every hour, so you are always paid for your time.
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Hi, my name is Frank and I'm the developer of Form-O-Fill.
I would like to collect some data about what features you use to find out what areas of this extension need the most attention.
It would be nice if you would allow this.
The data is only sent once and there is no personalized data included.
You can see the results in this google spreadsheet.