Ibex¶
Ami Tavory, Shahar Azulay, Tali Raveh-Sadka
This library aims for two (somewhat independent) goals:
- providing pandas adapters for estimators conforming to the scikit-learn protocol, in particular those of scikit-learn itself
- providing easier, and more succinct ways of combining estimators, features, and pipelines
(You might also want to check out the excellent pandas-sklearn which has the same aims, but takes a very different approach.)
The full documentation at defines these matters in detail, but the library has an extremely-small interface.
TL;DR¶
The following short example shows the main points of the library. It is an adaptation of the scikit-learn example Concatenating multiple feature extraction methods. In this example, we build a classifier for the iris dataset using a combination of PCA, univariate feature selection, and a support vecor machine classifier.
We first load the Iris dataset into a pandas DataFrame
.
>>> import numpy as np
>>> from sklearn import datasets
>>> import pandas as pd
>>>
>>> iris = datasets.load_iris()
>>> features, targets, iris = iris['feature_names'], iris['target_names'], pd.DataFrame(
... np.c_[iris['data'], iris['target']],
... columns=iris['feature_names']+['class'])
>>> iris['class'] = iris['class'].map(pd.Series(targets))
>>>
>>> iris.head()
sepal length (cm) sepal width (cm) petal length (cm) petal width (cm) \
0 5.1 3.5 1.4 0.2
1 4.9 3.0 1.4 0.2
2 4.7 3.2 1.3 0.2
3 4.6 3.1 1.5 0.2
4 5.0 3.6 1.4 0.2
class
0 setosa
1 setosa
2 setosa
3 setosa
4 setosa
Now, we import the relevant steps. Note that, in this example, we import them from ibex.sklearn rather than sklearn.
>>> from ibex.sklearn.svm import SVC as PdSVC
>>> from ibex.sklearn.feature_selection import SelectKBest as PdSelectKBest
>>> from ibex.sklearn.decomposition import PCA as PdPCA
(Of course, it’s possible to import steps from sklearn as well, and use them alongside and together with the steps of ibex.sklearn.)
Finally, we construct a pipeline that, given a DataFrame
of features:
horizontally concatenates a 2-component PCA
DataFrame
, and the best-featureDataFrame
, to a resultingDataFrame
then, passes the result to a support-vector machine classifier outputting a pandas series:
>>> clf = PdPCA(n_components=2) + PdSelectKBest(k=1) | PdSVC(kernel="linear")
clf
is now a pandas
-ware classifier, but otherwise can be used pretty much like all sklearn
estimator. For example,
>>> param_grid = dict(
... featureunion__pca__n_components=[1, 2, 3],
... featureunion__selectkbest__k=[1, 2],
... svc__C=[0.1, 1, 10])
>>> try:
... from ibex.sklearn.model_selection import GridSearchCV as PdGridSearchCV
... except: # Accomodate older versions of sklearn
... from ibex.sklearn.grid_search import GridSearchCV as PdGridSearchCV
>>> PdGridSearchCV(clf, param_grid=param_grid).fit(iris[features], iris['class'])
...
So what does this add to the original version?
The estimators perform verification and processing on the inputs and outputs. They verify column names following calls to
fit
, and index results according to those of the inputs. This helps catch bugs.The results are much more interpretable:
>>> svc = PdSVC(kernel="linear", probability=True)
Find the coefficients of the boundaries between the different classes:
>>> svc.fit(iris[features], iris['class']).coef_ sepal length (cm) sepal width (cm) petal length (cm) \ setosa -0.046259 0.521183 -1.003045 versicolor -0.007223 0.178941 -0.538365 virginica 0.595498 0.973900 -2.031000 petal width (cm) setosa -0.464130 versicolor -0.292393 virginica -2.006303
Predict belonging to classes:
>>> svc.fit(iris[features], iris['class']).predict_proba(iris[features]) setosa versicolor virginica 0 0.97... 0.01... 0.00... ...
Find the coefficients of the boundaries between the different classes in a pipeline:
>>> clf = PdPCA(n_components=2) + PdSelectKBest(k=1) | svc >>> clf = clf.fit(iris[features], iris['class']) >>> svc.coef_ pca selectkbest comp_0 comp_1 petal length (cm) setosa -0.757016 ...0.376680 -0.575197 versicolor -0.351218 ...0.141699 -0.317562 virginica -1.529320 ...1.472771 -1.509391
It allows writinfitg Pandas-munging estimators (see also Multiple-Row Features In The Movielens Dataset).
Using
DataFrame
metadata, it allows writing more complex meta-learning algorithms, such as stacking and nested labeled and stratified cross validation.The pipeline syntax is succinct and clear (see Motivation For Shorter Combinations).


Jermango Dreaming is the psychedelic pop project of Sydney-based artist Jermaine Sakr. While the tone is typically laid-back and lulling, each Jermango Dreaming conception still holds a strong groove, often influenced by 1970s/80s funk and electric dreams.
Jermango branches from artist-run collective and label Yeah Nah Yeah, and it is within its collaboration with the collective that Jermango has been equipped with the influences and support that make his sound what it is today.


Tables are defined with the

tag. A table is divided into rows (with the

tag), and each row is divided into data cells (with the
tag). The letters td stands for table data, which is the content of a data cell. A data cell can contain text, images, lists, paragraphs, forms, horizontal rules, tables, etc.
|
This Code
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Would Display
|

row 1, cell 1
row 1, cell 2

row 2, cell 1
row 2, cell 2

|
| row 1, cell 1 |
row 1, cell 2 |
| row 2, cell 1 |
row 2, cell 2 |
|
Tables and the Border Attribute
To display a table with borders, you will use the border attribute.
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Would Display
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Row 1, cell 1
Row 1, cell 2

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Row 1, cell 2 |
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and....
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Row 1, cell 2

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Open up your text editor. Type in your
,
and
tags. From here on I will only be writing what goes between the
tags. Type in the following:

Tables can be used to layout information

Save your page as mytable1.html and view it in your browser.
Headings in a Table
Headings in a table are defined with the
tag.
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Heading
Another Heading

row 1, cell 1
row 1, cell 2

row 2, cell 1
row 2, cell 2

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row 1, cell 2 |
| row 2, cell 1 |
row 2, cell 2 |
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Cell Padding and Spacing
The

tag has two attributes known as cellspacing and cellpadding. Here is a table example without these properties. These properties may be used separately or together.
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Heading
Another Heading

row 2, cell 1
row 2, cell 2

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Cellspacing is the pixel width between the individual data cells in the table (The thickness of the lines making the table grid). The default is zero. If the border is set at 0, the cellspacing lines will be invisible.
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row 2, cell 1
row 2, cell 2

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row 2, cell 2 |
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Cellpadding is the pixel space between the cell contents and the cell border. The default for this property is also zero. This feature is not used often, but sometimes comes in handy when you have your borders turned on and you want the contents to be away from the border a bit for easy viewing. Cellpadding is invisible, even with the border property turned on. Cellpadding can be handled in a style sheet.
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Heading
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row 2, cell 1
row 2, cell 2

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row 2, cell 2 |
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Table Tags
| Tag
|
Description
|

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Defines a table
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Defines a table header
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Defines a table row
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Defines a table cell
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Defines a table caption
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<colgroup>
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Defines groups of table columns
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<col>
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Defines the attribute values for one or more columns in a table
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Investigation drilling to start
by Hastings District CouncilInvestigation drilling is to start next week at one of two sites that have been proposed as locations for future water storage and treatment.
In the Hastings District Council’s Long Term Plan 2018-2028, $47.8m was committed to enhance drinking water safety, an issue the council identified as a priority.
This work included the provision of new treatment facilities, booster pump stations and reservoir storage to ensure a safe, resilient drinking water supply.
For the Eastbourne and Frimley drinking water supplies, it has been proposed that new water treatment and storage facilities be built at Frimley Park and at Eastbourne – on the corner of Southampton St East and Hastings St South.
These proposals are still yet to go out for consultation, but in order to get early information so as to be able to make informed decisions regarding future water security, preliminary drilling is being undertaken to investigate the geology and groundwater conditions at the sites.
This work will start with the drilling of one investigation bore at Southampton St on the week of November 25, which will take two to three weeks to complete.
The drilling will take place between the hours of 7am to 6pm, Monday to Saturday, and is expected to create some noise, but measures will be in place to try and limit the volume.
The work will not affect access to services for nearby properties.
Similar work will take place drilling two investigation bores in Frimley Park, this work beginning the week of December 2.
Hastings District Council appreciates the community’s patience during this time.
ENDS


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What is the difference between sex and gender?Sex is strictly biological - the physical body - while gender encompasses biological, cognitive, and social aspects of a human being, including identity, expression, and the expectations of others. Because gender and sex are not the same thing, it is possible for a person's sex and gender to disagree. When this happens, it can be extremely problematic for the person dealing with this incongruity, and it can often be life-threatening, due to the potential for suicide. This sex/gender incongruity has been determined by many professional organizations and courts to be a medical condition. |
Asked: February 1, 2014 by username1 30 Likes |
Does being transgender mean I'm gay?Gender identity and sexual orientation are different concepts in Western culture. Sexual orientation refers to a person's attractions. Gender identity refers to who a person believes him- or herself to be.  It is also possible for sexual attraction to change after transition. It is better not to put too much importance on labels such as gay, lesbian, and straight. In many ways, trans people confound the ''simple'' expectations of sexual orientation that go with such labels. |
Asked: March 31, 2014 by anonymous 29 Likes |
What is the difference between sex and gender?Sex is strictly biological - the physical body - while gender encompasses biological, cognitive, and social aspects of a human being, including identity, expression, and the expectations of others. Because gender and sex are not the same thing, it is possible for a person's sex and gender to disagree. When this happens, it can be extremely problematic for the person dealing with this incongruity, and it can often be life-threatening, due to the potential for suicide. This sex/gender incongruity has been determined by many professional organizations and courts to be a medical condition. |
Asked: February 1, 2014 by username1 30 Likes |
Does being transgender mean I'm gay?Gender identity and sexual orientation are different concepts in Western culture. Sexual orientation refers to a person's attractions. Gender identity refers to who a person believes him- or herself to be.  It is also possible for sexual attraction to change after transition. It is better not to put too much importance on labels such as gay, lesbian, and straight. In many ways, trans people confound the ''simple'' expectations of sexual orientation that go with such labels. |
Asked: March 31, 2014 by anonymous 29 Likes |
question title hereanswer answer answer answer answer answer |
Asked: February 1, 2014 by user1 Status: Answered |
|
I think my partner might be trans*I think my partner is questioning his gender identity. He is maab and has been talking a lot about how he doesn't feel comfortable with male gender roles, and seems to have some body dysphoria. He is struggling with not conforming to gender roles; he says he feels guilty. I 100% support him no matter what, but as a ciswoman I don't know how he is feeling or what I should do. He hasn't explicitly told me he's questioning, and obviously I don't want to push him on this. How can I be most supportive? |
Asked: March 31, 2014 by anonymous Status: Unanswered |
question title herefull question text |
Asked: February 1, 2014 by user1 50 Followers |
I think my partner might be trans*I think my partner is questioning his gender identity. He is maab and has been talking a lot about how he doesn't feel comfortable with male gender roles, and seems to have some body dysphoria. He is struggling with not conforming to gender roles; he says he feels guilty. I 100% support him no matter what, but as a ciswoman I don't know how he is feeling or what I should do. He hasn't explicitly told me he's questioning, and obviously I don't want to push him on this. How can I be most supportive? |
Asked: March 31, 2014 by anonymous 29 Followers |
What is the difference between sex and gender?Sex is strictly biological - the physical body - while gender encompasses biological, cognitive, and social aspects of a human being, including identity, expression, and the expectations of others. Because gender and sex are not the same thing, it is possible for a person's sex and gender to disagree. When this happens, it can be extremely problematic for the person dealing with this incongruity, and it can often be life-threatening, due to the potential for suicide. This sex/gender incongruity has been determined by many professional organizations and courts to be a medical condition. |
Asked: February 1, 2014 by username1 30 Likes |
Does being transgender mean I'm gay?Gender identity and sexual orientation are different concepts in Western culture. Sexual orientation refers to a person's attractions. Gender identity refers to who a person believes him- or herself to be.  It is also possible for sexual attraction to change after transition. It is better not to put too much importance on labels such as gay, lesbian, and straight. In many ways, trans people confound the ''simple'' expectations of sexual orientation that go with such labels. |
Asked: March 31, 2014 by anonymous 29 Likes |
I think my partner might be trans*I think my partner is questioning his gender identity. He is maab and has been talking a lot about how he doesn't feel comfortable with male gender roles, and seems to have some body dysphoria. He is struggling with not conforming to gender roles; he says he feels guilty. I 100% support him no matter what, but as a ciswoman I don't know how he is feeling or what I should do. He hasn't explicitly told me he's questioning, and obviously I don't want to push him on this. How can I be most supportive? |
Asked: March 31, 2014 by anonymous 50 Followers |


{## # Contains macros for creating tables. # # @copyright Copyright (c) 2010-2011 The Fajr authors (see AUTHORS). # Use of this source code is governed by a MIT license that can be # found in the LICENSE file in the project root directory. # @author TODO #} {## # TODO: document #} {% macro column(title, class) %} {% if not class %} {% set class='' %} {% endif %}


Instructions: Move the player using the right and left arrow keys to dodge the falling boulders. Each dodged boulder earns one point but the game ends when you hit one. Press "Start" to begin.


Silly Geoff made his password his name, that made it super easy to guess. Never use your name in your password, that’s unsafe!
Great job getting us back into the system, the rockets are now in safe hands. However, we need your help again! It appears Geoff has taken control of the nuclear power stations, can you find the password this time?
Geoff left some of his details in the rocket system. We found his Facebook profile, can you use these details to crack the password?


{% extends 'admin/object_tool/form.html' %} {% load i18n admin_urls %} {% block breadcrumbs %} {% include 'admin/wechat_django/breadcrumbs.html' with view_short_description=object_tool.1.short_description %} {% endblock %}


Before Change
except ConnectionRefusedError:
_LOGGER.exception("Connection refused by router," +
" is telnet enabled?")
return
devices = {}
for device in devices_result:
match = _DEVICES_REGEX.search(device.decode("utf-8"))
After Change
elif query == 3:
ssh.sendline("yes")
ssh.expect ("password:")
elif query == 4:
_LOGGER.error("Host key Changed")
return
elif query == 5:
//_LOGGER.error("Connection refused by server")
return
elif query == 6:
//_LOGGER.error("Connection timed out")
return
ssh.sendline (self.password )


index
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OperationFlags Enumeration
Definition at line
15
of
GenObject.hpp
Enumerators
Name
Value
none
0
addr
1 << 0
deref
1 << 1
virtualCall
1 << 2
leaveFirstArg
1 << 3
copyFirst
1 << 4
functionCallFlags
leaveFirstArg
derefCount
0xFF << 8
index
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{% extends "base.html" %} {% block title %}[rnchapman.pw] > Colophon {% endblock %} {% block content %}
I have had a personal site since the mid-90s, i'll never forget those fond (painful) memories from the dawn of my time on the Interwebs. It was spent connecting to a FTP site over a 56Kbps dial-up connection (eeeeiiii ooorrrrrr crrrr). I had a single goal in mind, to upload HTML containing a distasteful amount of animated gifs to a site none would ever visit. Version 2.0 contained a hit counter and a guest book I believe - Geocities REPREZENT!
Fast forward many years and many iterations later, i'm still making sites that no one will ever visit.
...


Welcome. This is the entry page for starting a bitcoin full node in your browser (using bcoin). This will create a real full node in your browser: your browser will connect to the p2p network and do all of the block verification/serving. It will maintain a mempool and wallet database.
Warning: this will use a lot of your bandwidth, cpu, and potentially disk space.
Note: Please do not abuse the ws->tcp proxy. It already blocks all ports except bitcoin ports. If it is abused, I will be forced to require a proof of work for socket creation, making it slower for everyone.


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kubeflow.fairing.builders.append package¶
Submodules¶
kubeflow.fairing.builders.append.append module¶
-
class
kubeflow.fairing.builders.append.append.
AppendBuilder
(registry=None, image_name='fairing-job', base_image='gcr.io/kubeflow-images-public/fairing:dev', push=True, preprocessor=None)¶ Bases:
kubeflow.fairing.builders.base_builder.BaseBuilder
Builds a docker image by appending a new layer tarball to an existing base image. Does not require docker and runs in userspace.
- Parameters
base_image – Base image to use for the build (default: {constants.DEFAULT_BASE_IMAGE})
image_name – image name to use for the new image(default: {constants.DEFAULT_IMAGE_NAME})
preprocessor – Preprocessor{BasePreProcessor} to use to modify inputs before sending them to docker build
push – Whether or not to push the image to the registry
-
build
()¶ Will be called when the build needs to start
-
timed_push
(transport, src, img, dst)¶ Push image to the registry and log the time spent to the log
- Parameters
transport – the http transport to use for sending requests
src – repo from which to mount blobs
img – the image to be pushed
dst – the fully-qualified name of the tag to push


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The Material Design Lite (MDL) icon component is an effort to standardize the use of graphical indicators in applications and page displays. MDL icons are intended to replace the myriad images used by developers (which vary significantly in appearance) and provide a robust, uniform library from which developers can choose appropriate indicators.
MDL icons are individual glyphs (characters) from a specific MDL web font, accessed via the CSS3 @font-face
rule. As such, they may be styled and manipulated as freely as any other characters: size, foreground and background color, weight, and other characteristics can be specified, inherited, or modified via script to achieve the desired appearance. An icon performs no action itself, either by its display nor when the user clicks or touches it, unless scripted to do so. The MDL icon font provides over seven hundred glyphs, all immediately available once the web font is referenced.
To view the complete list of icons, see this page. The icons are organized by general usage (action, communication, navigation, etc.); hover the mouse pointer over an icon to see the class name required to reference it (explained below).
Icons are an established but non-standardized feature of most user interfaces, and provide users with non-textual cues about application options, content, or activity, regardless of hardware device, operating system, or browser environment. Their design and use is an important factor in the overall user experience. See the icon component's Material Design specifications page for details.
1. Code a
element; the span should have no content of its own.

2. Add the MDL classes, separated by spaces, to the span using the class
attribute.

The icon component is ready for use.
A warning icon.

A fast-forward icon.

A cut icon.

The MDL CSS classes define and specify the icon to use. The table below lists the available classes and their effects.
| MDL class | Effect | Remarks |
|---|---|---|
mdl-icon |
Defines the container as an MDL icon component | Required on span element |
mdl-icon--ICON_CLASS_NAME |
Assigns a specific icon to the container | Required on span element (see icon demo page for complete list) |
For working examples of the icon component, see the MDL icon demo page.
Copyright Google, 2015. Licensed under an Apache-2 license.


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Right-click and choose inspect to view the returned objects in the console


Tansley Ladies raise money for the DLRAA
Group spent 12 months fund-raising
by Jane McFarlaneTansley Ladies Group donated £1,580 to Derbyshire, Leicestershire & Rutland Air Ambulance (DLRAA) and £1,580 to The Helen Trust
Diana Dakin, chairperson of the group 2018/2019, presented Richard Fletcher, Derbyshire volunteer community representative for DLRAA, with the cheque.
The money was raised over 12 months, launching with a coffee morning and quickly followed with a host of activities which included open evenings, a carol evening, soup bread and cheese lunch, quiz nights, hot cross bun coffee morning. They even had a member of the group complete a sponsored run.
Some other members did an evening walk with a twist and it was finished in August with a Mega Tombola at the Gate in Tansley.


Trying to Get Two Angular Apps in the same page
Bar Chart App Goes Here
Lorem ipsum dolor sit amet.
Linear Chart App Goes Here
Second Chart should be just above here. Lorem ipsum dolor sit amet.


Single Photo
Purchase a Pasha original photo
$10
$25
$50
$100
Number of copies (max 10)
I am giving {total}
Preview


Mel's Blog
Creative projects
"Do. Or do not. There is no try" ~ Yoda
Paintings (pigments):
Landscape: Pastel pencils and soft pastels.
Botanical: watercolor and acrylic paint.
Digital drawings (coding):
My favorite Star Wars characters: SVG (Scalable Vector Graphics).
SCI-FI interfaces: SVG/CSS graphics.
SCI-FI interfaces: A11Y.


Co-Piloting an Empath - Comfort
As a HSP (highly sensitive person), I haven't always been the most stable person to live with, emotionally speaking. Despite knowing that this quality is one that my husband adores about me, I have also seen first-hand how challenging it can be to deal with. Whether it’s my occasional explosion when I become overwhelmed/stressed, or simply my inability to let certain things go (I never forget anything of significance!), it’s a quirk that comes with my personality.
It wasn’t until I discovered what I am that I was able to get this under control. The responsibility of control ultimately has to be put on the empath themselves – discovering if this is who you are, recognizing its effects, and learning how to control & deal with it. With that being said though, it’s never going to be “scotch-free”... because as an empath, we are conduits for other people’s emotions (energy)!
I wanted to write this series of articles as my own awakening in my abilities sparked a lot of conversations with my husband. As someone that went through her discovery alone, I wanted to share my thoughts and experiences in the hope that it would bring comfort, understanding, or even help, to anyone that ends up reading. Some topics were in order, with one of the most important being on the subject of “comfort”.
Even controlled, an empath will occasionally need to verbally vent to release the pent-up emotions they’ve experienced. Hopefully, every empath will at one point have someone understanding that they can occasionally confide in – which helps to serve this purpose. But there are some days that we just only see fit to release it in the comfort of our own home; and more than likely, simply will just only be comfortable to do in the presence of our significant other.
If you are the significant other, know this: If we’re doing this in your company, THIS IS A GOOD THING! If we come home to you but start to unravel and have a need to vent about every negative thought/person/experience from the day/week, just know that we’re able to do so because we trust you with every fibre of our being. This is also not a task that is easily done, so know that it’s literally just something we need to do from time to time to feel better. On a personal level, I also feel like we’re looking for the validation from an outside perspective that what we’ve concluded is not unjustified; hence, we also trust your judgment.
When I had this conversation with my husband, admittedly it became more of a “what am I supposed to do?” on his part. I was surprised to hear that he felt useless being the listener during these rants – he expressed sincere regret in his inability to be of any help for what troubled me. This saddened me and made me make a statement that brings me to the ultimate point here: “I don’t need you to have the answers or advice, I just want you to listen”. I just want someone that I trust to listen to what I’m feeling and why, and just tell me if I’m ever out of line. After all, I'm just trying to purge the thoughts and emotions that I've picked up on that I can't speak on or do anything about.
Ultimately, that is the message I have to pass along to significant others: we don’t need you to have the right advice to our situations, we just appreciate you being there and listening! As long as you care enough to do that, that is enough. And please, for your own sake, don’t take on any of our struggle either – it’s hard enough for us to deal with as it is; and we definitely don’t wish it to be brought upon you.
For those that find that this isn’t the case, give yourself a pat on the back! It’s hard not to resort to this activity at certain times in life. Perhaps you have already found a more effective outlet, which is fantastic. Just remember that sometimes it is okay to verbalize buried emotions! We are still human after all, and we know that it feels better to say what we really want to.
As an empath, the best way to avoid getting to this boiling point is being able to remove yourself from these burdens altogether. I plan to write an article on this, but will say that there are many ways to do so including being honest and forward in your decisions & interactions, letting go of situations that are not your responsibility, etheric cord cleansing, and carrying crystals. If you’re new to some of this, don’t be intimidated, as it will just become a part of your everyday once you start adopting it.
One last piece of advice I gave for situations where I am truly upset and there is nothing anyone can say or do about it: just give me a hug! For empaths, a hug is the most comforting gesture anyone can offer... and I'd be surprised to meet someone who would argue with this much!
While this article talks about needing to verbally vent, I am not suggesting that this be a (regular) practice. Wherein a relationship where it's mutually agreed and understood that it's a conversation with the intention to "sound off", then it can be helpful and sometimes productive - personally, this helped me to process a lot of things during my own awakening.
With that being said, I can report that now that I feel I have the thoughts and emotions in my control I have found these events to be very rare. If you're working towards this, then rest-assured that you're able to achieve your own peace in how you react to everything you receive.


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To say Education is important is an understatement. Education is a weapon to improve one's life. It is probably the most important tool to change one's life. Education for a child begins at home. It is a lifelong process that ends with death. Education certainly determines the quality of an individual's life. Education improves one's knowledge, skills and develops the personality and attitude. Most noteworthy, Education affects the chances of employment for people. A highly educated individual is probably very likely to get a good job. In this essay on importance of education, we will tell you about the value of education in life and society.
Better Communication is yet another role in Education. Education improves and refines the speech of a person. Furthermore, individuals also improve other means of communication with Education.
Education makes an individual a better user of technology. Education certainly provides the technical skills necessary for using technology. Hence, without Education, it would probably be difficult to handle modern machines.
People become more mature with the help of Education. Sophistication enters the life of educated people. Above all, Education teaches the value of discipline to individuals. Educated people also realize the value of time much more. To educated people, time is equal to money.
Finally, Educations enables individuals to express their views efficiently. Educated individuals can explain their opinions in a clear manner. Hence, educated people are quite likely to convince people to their point of view.
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void STP_StopBridge ( STP_BRIDGE* bridge, unsigned int timestamp );
Stops the Spanning Tree Protocol.
This function calls StpCallback_EnableBpduTrapping to restore the switch to its default, non-STP-capable, state.
This function re-enables learning and forwarding. It does so by calling StpCallback_EnableLearning and StpCallback_EnableForwarding for every tree of every port that had either of them disabled.
This function may not be called from within an STP callback.


Week Two
Summary
For week 2 we had to choose an aesthetic culture of our choice for our project and research the visual elements and interaction dynamics that made it what it is. We also had to write a summary of of what our chosen aesthetic is along with our research. We also learned about what functions are and how to use them. With this knowledge we were asked to loop a function 10000¬¬¬ times to create different patterns for each day of the week. We learned how to make various shapes witht the functions and how to position , fill and add a stroke color to them.
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The outbreak caused by the novel Coronavirus, SARS-CoV-2, has spread over almost all countries in the world and running diagnostic tests is required for the analysis of symptomatic individuals. Testing is also a powerful tool used in surveillance at sites of previous or potential outbreaks and for environmental monitoring. The early detection of asymptomatic or pre-symptomatic carriers is crucial to mitigate the spread of the infection, since contact tracing and isolation are required to interrupt the chain of transmission. For this, massive testing campaigns are being implemented, which demand the maximum efficiency in the use of the available resources. Mixing (pooling) multiple samples to test them in a single reaction is an option to increase testing capacity reducing costs and time at the same time.
The first proposal of a pooling strategy for this aim was made by Dorfman in 1943. In this strategy, pools are formed containing a number, m, of individual samples. One test is run on each pool to detect the presence of a defective or infected sample in it. Assuming that the detection is sensitive enough, the samples in the pools that test negative in this first stage are identified as non-infected. All the samples that belong to pools that test positive are tested individually at a second stage. The identification of the samples that belong to pools that test negative at first is done with only one test. The identification of those that belong to pools that test positive at first requires m+1 tests instead. A large reduction in the number of tests will then be achieved depending on the relative fraction of pools that test positive at the first stage.
The program takes 5 basic inputs
As output, it gives test strategies in ascending order, according to the optimal cost: from the best strategy (lower cost) to the worse, up to the maximum number of strategies.
If memory errors occur, then the solution might not be optimal. If you really need to solve such instance, please contact the authors or the site administrator. Contact information here.
The program also performs simulations. For generating simulations, the user have to check the "Perform simulations" checkbox and provide the following information
Departamento de Matemática & IMAS, FCEN-UBA & CONICET, Ciudad de Buenos Aires, Argentina
Departamento de Matemática & IMAS, FCEN-UBA & CONICET, Ciudad de Buenos Aires, Argentina
Departamento de Matemática y Ciencias, Universidad de San Andrés & CONICET, Victoria, Provincia de Buenos Aires, Argentina
Department of Applied Mathematics, Institute of Mathematics, Statistics, and Scientific Computing (IMECC), University of Campinas, Campinas SP, Brazil
Departamento de Tecnología & IPROByQ, FBIOyF-UNR & CONICET, Rosario, Provincia de Santa Fe, Argentina
Departamento de Física & IFIBA, FCEN-UBA & CONICET, Ciudad de Buenos Aires, Argentina
Corresponding author - silvina at df dot uba dot ar