Yao2Jiang

coding-interview-university

A complete computer science study plan to become a software engineer.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

Python-100-Days

Python - 100天从新手到大师

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

500lines

500 Lines or Less

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

500LineorLess_CN

500 line or less 中文翻译计划。

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

BERT-related-papers

BERT-related papers

NCRFpp

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.

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

Transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

knowledge-graph-learning

A curated list of awesome knowledge graph tutorials, projects and communities.

spert

PyTorch code for SpERT: Span-based Entity and Relation Transformer

NER-datasets

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

electra_pytorch

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

BiLSTM-LAN

Hierarchically-Refined Label Attention Network for Sequence Labeling

targer

BiLSTM-CNN-CRF tagger

NER

AI-Conference

The most complete list of AI top meetings

NER-GRN

Code for our AAAI2019 paper "GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition"

mltestdata

EDA Cleaning for ML projects on the test data