NLP
SpaCy - Industrial-strength Natural Language Processing (NLP) with Python and Cython.
NLP progress - Track the progress in Natural Language Processing (NLP) and give an overview of the state-of-the-art across the most common NLP tasks and their corresponding datasets.
Natural - General natural language facilities for Node.
PyText - Natural language modeling framework based on PyTorch.
FlashText - Extract Keywords from sentence or Replace keywords in sentences.
LASER Language-Agnostic SEntence Representations - Library to calculate and use multilingual sentence embeddings.
Project DeepSpeech - Open source Speech-To-Text engine, using a model trained by machine learning techniques, based on Baidu's Deep Speech research paper.
StanfordNLP - Python NLP Library for Many Human Languages.
nlp-tutorial - Tutorial for who is studying NLP(Natural Language Processing) using TensorFlow and PyTorch.
gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners".
Lingvo - Framework for building neural networks in Tensorflow, particularly sequence models.
Fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
ParlAI - Framework for training and evaluating AI models on a variety of openly available dialogue datasets.
Olivia - Your new best friend built with an artificial neural network.
Project Alias - Open-source parasite to train custom wake-up names for smart home devices while disturbing their built-in microphone.
Real-Time Voice Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time.
Thinc - SpaCy's Machine Learning library for NLP in Python.
Transfer NLP library - Framework built on top of PyTorch to promote reproducible experimentation and Transfer Learning in NLP.
FARM - Fast & easy transfer learning for NLP. Harvesting language models for the industry.
Transformers - State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Flair - Very simple framework for state-of-the-art NLP. Developed by Zalando Research.
Unsupervised Data Augmentation - Semi-supervised learning method which achieves state-of-the-art results on a wide variety of language and vision tasks.
Rasa - Open source machine learning framework to automate text-and voice-based conversations.
T5 - Text-To-Text Transfer Transformer.
NLP Library - Curated collection of papers for the NLP practitioner.
spacy-transformers - spaCy pipelines for pre-trained BERT, XLNet and GPT-2.
AllenNLP - Open-source NLP research library, built on PyTorch.
GloVe - Global Vectors for Word Representation.
Botpress - Open-source Virtual Assistant platform.
VizSeq - Visual Analysis Toolkit for Text Generation Tasks.
Introduction to Natural Language Processing book - Survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques.
Tokenizers - Fast State-of-the-Art Tokenizers optimized for Research and Production. (Article)
wav2letter++ - Fast, open source speech processing toolkit from the Speech team at Facebook AI Research built to facilitate research in end-to-end models for speech recognition.
SentenceRepresentation - Code acompanies the paper 'Learning Sentence Representations from Unlabelled Data' Felix Hill, KyungHyun Cho and Anna Korhonen 2016.
Megatron LM - Ongoing research training transformer language models at scale, including: BERT & GPT-2.
XLNet - New unsupervised language representation learning method based on a novel generalized permutation language modeling objective.
ALBERT - Lite BERT for Self-supervised Learning of Language Representations.
BERT - TensorFlow code and pre-trained models for BERT.
sticker - Sequence labeler that uses either recurrent neural networks, transformers, or dilated convolution networks.
sticker-transformers - Pretrained transformer models for sticker.
pke - Python Keyphrase Extraction module.
Interactive Attention Visualization - Small example of an interactive visualization for attention values as being used by transformer language models like GPT2 and BERT.
GluonNLP - Toolkit that enables easy text preprocessing, datasets loading and neural models building to help you speed up your NLP research.
Finetune - Scikit-learn style model finetuning for NLP.
Kaldi - Speech Recognition Toolkit.
