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This repository contains baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Part-of-speech tagging/chunking using recurrent neural networks.
neural network architecture to do named entity recognition
A technical report on convolution arithmetic in the context of deep learning
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
Public facing notes page
Java开源项目cws_evaluation:中文分词器分词效果评估对比
Dilated CNNs for NER in TensorFlow
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
Deep learning tutorials (2nd ed.)
自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换
A collection of IPython notebooks covering various topics.
A customisable 3D platform for agent-based AI research
Language Detection Library for Java
Style and Grammar Checker for 25+ Languages
Content for Udacity's Machine Learning curriculum
Models built with TensorFlow
NLP Keras BiLSTM+CRF
Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow
A few crawlers in Python and PhantomJS to crawl websites such as TechCrunch, CNET, Amazon, and Macys.
Read flat files (csv, tsv, fwf) into R
recommend system study
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Sequence to Sequence Learning with Keras
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.