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The Top 623 Natural Language Processing Open Source Projects
Natural Language Processing
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Become A Software Engineer At Top Companies
Identify your strengths with a free online coding quiz, and skip resume and recruiter screens at multiple companies at once. It's free, confidential, includes a free flight and hotel, along with help to study to pass interviews and negotiate a high salary!
TensorFlow code and pre-trained models for BERT
中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Oxford Deep NLP 2017 course
Topic Modelling for Humans
Dive Into Dl Pytorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Awesome Pytorch List
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Stanford Tensorflow Tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
A very simple framework for state-of-the-art Natural Language Processing (NLP)
An open-source NLP research library, built on PyTorch.
Deep Learning Drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Bert As Service
Mapping a variable-length sentence to a fixed-length vector using BERT model
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.
Natural Language Processing Tutorial for Deep Learning Researchers
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
Stanford CoreNLP: A Java suite of core NLP tools.
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
A collection of machine learning examples and tutorials.
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）
Natural Language Processing Best Practices & Examples
🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas
Official Stanford NLP Python Library for Many Human Languages
Mycroft Core, the Mycroft Artificial Intelligence platform.
Unsupervised text tokenizer for Neural Network-based text generation.
Attention Is All You Need Pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
📚 Papers by organizations sharing their work on applied data science & machine learning.
Style and Grammar Checker for 25+ Languages
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Open source text annotation tool for machine learning practitioner.
An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)
repository to research & share the machine learning articles
Facilitating the design, comparison and sharing of deep text matching models.
Awesome Self Supervised Learning
A curated list of awesome self-supervised methods
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.
Language Technology Platform
⏰ AI conference deadline countdowns
extract text from any document. no muss. no fuss.
Natural Language Processing Tasks and References
AutoGluon: AutoML for Text, Image, and Tabular Data
💁♀️Your new best friend powered by an artificial neural network
📖 A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
MITIE: library and tools for information extraction
Ai Job Notes
Deepnlp Models Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Pytorch Sentiment Analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Accelerated deep learning R&D
Deep Learning Interview Book
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.
NLP made easy
The Natural Language Decathlon: A Multitask Challenge for NLP
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理
Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code
Library to scrape and clean web pages to create massive datasets.
SLING - A natural language frame semantics parser
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
Basic Utilities for PyTorch Natural Language Processing (NLP)
《机器翻译：统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods
👩🏫 Advanced NLP with spaCy: A free online course
State of the Art Natural Language Processing
Turkce Yapay Zeka Kaynaklari
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
Practical Machine Learning With Python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Tensorflow 1.4 Billion Password Analysis
Deep Learning model to analyze a large corpus of clear text passwords.
NLP, before and after spaCy
Unsupervised Data Augmentation (UDA)
General Assembly's 2015 Data Science course in Washington, DC
NLP and Text Generation Experiments in TensorFlow 2.x / 1.x
Cs230 Code Examples
Code examples in pyTorch and Tensorflow for CS230
Beautiful visualizations of how language differs among document types.
Data augmentation for NLP
Awesome Embedding Models
A curated list of awesome embedding models tutorials, projects and communities.
List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.
Aws Machine Learning University Accelerated Nlp
Machine Learning University: Accelerated Natural Language Processing Class
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
A fast, efficient universal vector embedding utility package.
Python implementation of TextRank for phrase extraction and summarization of text documents
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Datasets, tools, and benchmarks for representation learning of code.
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Neural machine translation and sequence learning using TensorFlow
A list of NLP(Natural Language Processing) tutorials
Pre-Trained Chinese XLNet（中文XLNet预训练模型）
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