OlegBaskov

Word2Bits

Quantized word vectors that take 8x-16x less space than regular word vectors

mendeley-python-sdk

Python SDK for the Mendeley API.

pytorch-question-answering

Important paper implementations for Question Answering using PyTorch

PracticalSessions2020

Repository for tutorial sessions at EEML2020

dpq_embedding_compression

Differentiable Product Quantization for End-to-End Embedding Compression.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

lrlm

Code for the paper "Latent Relation Language Models" at AAAI-20.

imojie

Neural generation model for Open Information Extraction

texar-pytorch

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

NLP-Projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

awesome-text-generation

A curated list of recent models of text generation and application

TextGAN-PyTorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

LeakGAN

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

RuREBus

RuREBus shared task repo

GramEval2020

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

lasertagger

PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

awesome-natural-language-generation

A curated list of Natural Language Generation papers, tutorials, and blogs.

gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

nupic.core-legacy

Implementation of core NuPIC algorithms in C++ (under construction)

nupic-legacy

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

nupic.torch

Numenta Platform for Intelligent Computing PyTorch libraries

OgmaNeo2

Sparse Predictive Hierarchies (SPH)

plan2vec

Public Release of Plan2vec Implementation in pyTorch

fastbook

The fastai book, published as Jupyter Notebooks

unity_ml_agents_course

Learn to create agents in Unity ML using Deep Reinforcement Learning with Tensorflow.

streamlit

Streamlit — A faster way to build and share data apps.

BERT-related-papers

BERT-related papers

TopicNet

Interface for easier topic modelling.