GitHub - marcotcr/lime: Lime: Explaining the predictions of any machine learning classifier
This project is about explaining what machine learning classifiers (or models) are doing. At the moment, we support explaining individual predictions for text classifiers or classifiers that act on tables (numpy arrays of numerical or categorical data) or images, with a package called lime (short for local interpretable model-agnostic explanations). Lime is based on the work presented in this pape
Relicensing React, Jest, Flow, and Immutable.js
Next week, we are going to relicense our open source projects React, Jest, Flow, and Immutable.js under the MIT license. We’re relicensing these projects because React is the foundation of a broad ecosystem of open source software for the web, and we don’t want to hold back forward progress for nontechnical reasons. This decision comes after several weeks of disappointment and uncertainty for our
deeplearn.js
deeplearn.js is an open-source library that brings performant machine learning building blocks to the web, allowing you to train neural networks in a browser or run pre-trained models in inference mode. We provide an API that closely mirrors the TensorFlow eager API. deeplearn.js was originally developed by the Google Brain PAIR team to build powerful interactive machine learning tools for the bro
10 Machine Learning Examples in JavaScript
Machine learning libraries are becoming faster and more accessible with each passing year, showing no signs of slowing down. While traditionally Python has been the go-to language for machine learning, nowadays neural networks can run in any language, including JavaScript! The web ecosystem has made a lot of progress in recent times and although JavaScript and Node.js are still less performant tha
kuromoji.jsを使って日本語クローズテスト
クローズテストってものがあるらしい オライリーから出ているインタフェースデザインの実践教室という本を読んでいたところ、文章のユーザビリティをチェックする為のクローズテストについて説明がありました。 簡単に説明すると一定間隔で穴が開いた状態のテキストを読んで、ユーザーが文章の意味をくみ取れるかをチェックする為のテストです。 ある程度の単語が隠れた状態でも伝わる文章を書けという事でしょうか。 詳しくはこちら Testing Content · An A List Apart Article 実装してみよう 先に上げた本の中で訳者が、日本語でUI用途の利用例が見つかれないよーと書いてあったので早速実装してみました。 また、先日からJavaScriptで言語処理100本ノック2015というのに取り組んでいる最中でしたので、kuromoji.js というライブラリを使いJavaScriptでの実装を
Neural Networks in JavaScript with Brain.js
Introduction Over the last few years especially, neural networks (NNs) have really taken off as a practical and efficient way of solving problems that can't be easily solved by an algorithm, like face detection, voice recognition, and medical diagnosis. This is largely thanks to recent discoveries on how to better train and tune a network, as well as the increasing speed of computers. Just recentl
18 Resources on ES6 for JavaScript Developers - Business, Technology and Lifestyle Blog
It’s official, the long wait is finally over, as ECMAScript 6 has been approved as a new standard. The anticipation for this approval has been running wild in the community for months, and years for others. While the evolutionary progress of the language was slow at first, the last few years have seen an incredible growth rate. A lot of developers and developer publications out there have started
Beautiful JavaScript
About This BookConventions Used in This BookUsing Code ExamplesSafari® Books OnlineHow to Contact Us Classical InheritancePrototypesMixinsThe BasicsThe Use CaseClassic MixinsThe extend FunctionFunctional MixinsAdding OptionsAdding CachingAdviceWrapup What About “eval Is Evil”?History and InterfacePerformanceCommon UsesA Template CompilerSpeedMixing LanguagesDependencies and ScopesDebugging Generat
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GitHub - janhuenermann/neurojs: A JavaScript deep learning and reinforcement learning library.
GitHub - trkbt10/mikan.js: 機械学習を用いていない日本語改行問題へのソリューション
DailyDrip.com is For Sale | BrandBucket
3行のソースコードを入れるだけで機械学習できると噂のindicoをNode.jsで使って機械学習入門してみる - Qiita
kuromoji.js demo
kuromoji.jsの辞書に単語を追加する - Qiita
kuromoji.jsでmecab-ipadic-NEologdを使う - Qiita
GitHub - mil-tokyo/sukiyaki: Deep Learning Library for JavaScript
Ninja 2.0.0 released!
GitHub - harthur/brain: Simple feed-forward neural network in JavaScript
Machine Learning for JavaScript Hackers
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