Butcher Yang's repositories
research_books
Reread ml/dl books with markdown and codes
ACL20-Reference-Free-MT-Evaluation
Reference-free MT Evaluation Metrics
bolt
Bolt is a deep learning library with high performance and heterogeneous flexibility.
ChineseNLPCorpus
中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。
Contrastive_Learning_Papers
A list of contrastive Learning papers
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
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。
DRL
Deep Reinforcement Learning
gans
Generative Adversarial Networks implemented in PyTorch and Tensorflow
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
laserembeddings
LASER multilingual sentence embeddings as a pip package
leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
lxmert
PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
mindspore
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
nlpaug
Data augmentation for NLP
pychain
PyTorch implementation of LF-MMI for End-to-end ASR
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
rank_bm25
A Collection of BM25 Algorithms in Python
semantic_similarity_metrics
Datasets for semantic similarity evaluation
simalign
Obtain Word Alignments using Pretrained Language Models (e.g., mBERT)
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️