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Cyberbullying Research Center
Resources and strategies to help combat bullying and cyberbullying.

Before we get started, you should try to familiarize yourself with “vanilla” neural networks. If you need a refresher, check out our Betani EI11 Womens Peep Toe Buckle Strap Chunky Stacked Heel Ankle Booties Wine OtQ1MTUI
from earlier this year. This is so you know the basics of machine learning, linear algebra, neural network architecture, cost functions, optimization methods, training/test sets, activation functions/what they do, softmax, etc. Reading our article on ECCO Womens Intrinsic 3 Fashion Sneaker White F6ufS
may also make you more comfortable entering this post, especially because we often reference CNNs. Checking out article I wrote on vanishing gradients will help later on, as well.

Rule of thumb: the more you know, the better!

I can’t link to each section, but here’s what we cover in this article (save the intro and conclusion):

What can RNNs do? Show me. Formalism. An example? Okay! Training (or, why vanilla RNNs suck.) Fixing the problem with LSTMs (Part I). Fixing the problem with LSTMs (Part II). Yay RNNs! In Practice. Building a Vanilla Recurrent Neural Network.

There are a number of very important tasks that ANNs and CNNs cannot solve, that RNNs are used for instead. Tasks like: image captioning, language translation, sentiment classification, predictive typing, video classification, natural language processing, speech recognition, and a lot more interesting things that have been presented in recent research papers (for example… learning to learn by gradient descent by gradient descent !).

RNNs are very powerful. Y’know how regular neural networks have been proved to be “universal function approximators”? If you didn’t:

That’s pretty confusing. Basically, what this states is that an artificial neural network can compute any function. Even if someone gives you an extremely wiggly, complex looking function, it’s guaranteed that there exists a neural network that can produce (or at least extremely closely approximate) it. The proof itself is very complex, but is a brilliant article offering a visual approach as to whyit’s true.

So, that’s great. ANNs are universal function approximators. RNNs take it a step further, though; they can compute/describe programs . In fact, some RNNs with proper weights and architecture qualify as Turing Complete:

often not in practice

That’s cool, isn’t it? Now, this is all theoretical, and in practice means less than you think, so don’t get too hyped. Hopefully, though, this gives some more insight into why RNNs are super important for future developments in machine learning — and why you should read on.

At this point, if you weren’t previously hooked on learning what the heck these things are, you should be now. (If you still aren’t, just bare with me. Things will get spicy soon.) So, let’s dive in.

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I-5 Northbound full closure friday 7/13 11 monday 7/16 4 a.m.

Alternate route from the south to uw start line/bike corralis I-405n to I-90w or sr-520w. From there you can access i-5 n to the 45th St exit. Left on montlake blvd. right on mary gates dr to enter the e-1 parking lot on the north end.

montlake blvd is stop and go due to rider traffic after 4:45 a.m. if you are arriving after the official start please use 45th st through the uw.

Coming from out of town? Our presenting sponsor, Alaska Airlines, is offering discount flights to registered riders .

Saturday, July 14- Sunday, July 15, 2018

This 200+mile bicycle ride is the largest multi-day bicycle event in the Northwest, with up to 10,000 participants riding from Seattle to Portland in one or two days. The route takes you through the scenic valleys, forests, and farmlands of western Washington and Oregon. Come ride what Bicycling Magazine has listed as one of the best cycling events in the nation!

Participants can choose to ride the event in one day or two! The midway point of the 203 mile course is Centralia/Chehalis, and Centralia College hosts the "official midpoint" and largest free camping location (Chehalis Recreation park is the second largest).However, two-day riders can stay as far away as Kelso, WA (150 miles on day one) and a whole lot of greatpoints in between.STP day one is choose your own adventure based on how far you want to rideand local community groups and non profits provide housing, meals, and a whole lot of fun no matter where you choose to stay.See the lodging page for details.There are not many hotels on course, and the veteran riders often sell them out prior to the event even opening.We do not advertise these places, as we always encourage folks to give back to the communities through which we ride and providing food, accommodation, and services is a major fundraiser for communities along the route.

The STP is a major economic boost to the area, and in addition to a lot of fundraising along the route, your registration fee not only supports Cascade Bicycle Club in its mission to improve lives through bicycling, but also contributes approximately$100,000 every year to schools, non-profits, and other community groups who provide direct services to our free food stops and at our Finish Line.


Fun Facts:

2018 Ride Guide

Click to view or download a PDF fo the 2018 Ride Guide.

Who does your registration fee support?

The Kaiser Permanente Seattle to Portland presented by Alaska Airlines is a joint fundraiser for Cascade Bicycle Club and WA Bikes – profits are shared equally. Your STP ride registration makes Washington a better place for people riding bikes:

Our events are made possible with support from the local communities through which we ride. In addition to supporting Cascade’s programs, your registration fee helps Cascade give back to these communities and the organizations that thrive there. We’re grateful for all their continued support.

Thanks to our Title Sponsor

We’re excited to announce Kaiser Permanenteas the title sponsor of the 39th Annual Kaiser Permanente Seattle to Portland presented by Alaska Airlines! We’re thrilled and grateful to have Kaiser Permanente’s support on the road to Portland.

Thanks to our Presenting Sponsor

We’re excited to welcome back Alaska Airlines for their fourth year as presenting sponsor of this year’s event. Alaska invites you to start exploring at 30,000 feet. Your journey becomes part of the adventure as you stream entertainment directly to your device, enjoy food offerings from the Pacific Northwest, and relax in their custom, leather, power-equipped seats. Their award-winning service and in-flight experience are designed to exceed your travel expectations.

better and safer bicycle infrastructure

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Generated API

Glide v4 uses an InterestPrint Womens Comfort Mary Jane Flats Casual Walking Shoes Multi 3 UaXnA7
to generate an API that allows applications to access all options in BaiLing Womens summer sandals / Wedge Heel handmade knitted straw waterproof / Sequins thick bottom / small size shoes Silver Sx3nclLKG
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and any included integration libraries in a single fluent API.

The generated API serves two purposes:

Although both of these tasks can be accomplished by hand by writing custom subclasses of RequestOptions , doing so is challenging and produces a less fluent API.

The generated API is only available for applications for now. Limiting the generated API to applications allows us to have a single implementation of the API, instead of N implementations, one per library and the application. As a result, it’s much simpler to manage imports and ensure that all call paths within a particular application have the correct options applied. This restriction may be lifted (experimentally or otherwise) in a future version.

For now the API is only generated when a properly annotated AppGlideModule is found. There can only be one AppGlideModule per application. As a result it’s not possible to generate the API for a library without precluding any application that uses the library from using the generated API.

To use the generated API in your application, you need to perform two steps:

Add a dependency on Glide’s annotation processor:

See the Beacon Martina Womens Pump Burgundy TXJkg0JO
for more detail.

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implementation in your application:

You’re not required to implement any of the methods in AppGlideModule for the API to be generated. You can leave the class blank as long as it extends AppGlideModule and is annotated with @GlideModule .

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implementations must always be annotated with @GlideModule . If the annotation is not present, the module will not be discovered and you will see a warning in your logs with the Glide log tag that indicates that the module couldn’t be found.

Note: Libraries should not include Nike Mens Air Max Tavas Running Shoes Black / White BS5A2R
implementations. See the configuration page for details.

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Many women suffer from menstrual cramps extreme enough to confine them to bed, but treatment is available that can provide effective relief.

Two weeks ago 35-year-old Thando Sibanda* lay motionless in her Hillbrow apartment as wave after wave of blinding period pains tore at her womb, leaving her feeling dizzy and nauseous.

The Johannesburg-based mother of two could hardly move as the pains she had experienced intermittently for more than 10 years intensified.

"My whole abdomen feels like concrete – I feel like suffocating and gagging on my own vomit," she said. "When it’s time for my period I literally can’t do anything but spend the day in bed."

According to gynaecologist and obstetrician Bronwyn Moore, chronic pelvic pains associated with menstruation are known scientifically as dysmenorrhoea. "They are characterised by cramping lower abdominal pain."

Nearly 75% of women worldwide suffer from dysmenorrhoea, according to a 2012 article published in the British Journal of Clinical Pharmacology on treatment for the condition.

Moore said the symptoms vary in intensity among different women.

Misunderstood condition During ovulation a hormone called prostaglandin, known to cause cramping abdominal pains, is released and affected women "experience mainly lower back pain while some describe pain that goes down into their legs", she said. "The pain is felt when the uterus contracts to expel the blood, it is very uncomfortable."

Misunderstood condition

Dysmenorrhoea can cause a significant impairment in a woman’s quality of life and daily functions, said Moore. "The sad bit is that it is not considered something that is worth spending time on or paying attention to, and yet can be very disruptive to a woman, at school or at work," she said.

Sibanda said it is a misunderstood condition, often dismissed as normal for women.

"People do not understand it, especially in workplaces. They often think you are being funny or lazy or just a crybaby if you ask for a few days off to deal with the condition," she said.

Childbirth often lessens symptoms Moore said there are two types of dysmenorrhoea: "There’s the commonest one called primary dysmenorrhoea, which has no real known cause. The second is caused by some underlying conditions like fibroids, cysts or previous pelvic inflammatory diseases."

Childbirth often lessens symptoms

Young girls, noted Moore, are likely to get primary dysmenorrhoea when they first start menstruating but this normally improves with age or childbirth.

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