KevinPanJun

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

Ad-papers

Papers on Computational Advertising

magenta

Magenta: Music and Art Generation with Machine Intelligence

wikiextractor

A tool for extracting plain text from Wikipedia dumps

gpt-2

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

TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

transformer-xl

100-Days-Of-ML-Code

100 Days of ML Coding

Seeing-Theory

A visual introduction to probability and statistics.

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

ranking

Learning to Rank in TensorFlow

pytext

A natural language modeling framework based on PyTorch

wenshu_spider

**裁判文书网爬虫(2018-08-28更新)

bert

TensorFlow code and pre-trained models for BERT

bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

tensorflow

An Open Source Machine Learning Framework for Everyone

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

var-attn

Latent Alignment and Variational Attention

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

NLP-progress

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.

vscode

Visual Studio Code

Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow