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100-days-of-ml-code-chinese-version

Chinese Translation for Machine Learning Infographics

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

adae2ml-xsf

Code repository for our EMNLP2023 paper "Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling"

ai-paper-collector

MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

alicemind

allennlp

An open-source NLP research library, built on PyTorch.

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

at4mtl

Adversarial Training for Multi-Task Learning

autoencoder

generated sentence representation by auto encoder

av_hubert

A self-supervised learning framework for audio-visual speech

awaresome-neural-models-for-semantic-match

A curated list of papers dedicated to neural text (semantic) matching.

awesome-audio-visual

A curated list of different papers and datasets in various areas of audio-visual processing

awesome-audiovisual-learning

A curated list of audio-visual learning methods and datasets.

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-knowledge-distillation-1

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-neural-adaptation-in-nlp

Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

beamsearch

Beam search decoding with Pytorch

bert

TensorFlow code and pre-trained models for BERT

biaffinener

A structured parsing technique for NER

biaffineparser

Biaffine Parser based on CNN / LSTM / Transformer Encoder

brown-cluster

C++ implementation of the Brown word clustering algorithm.

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-nlp-corpus

Collections of Chinese NLP corpus

chinese-pretrained-xlnet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chineseblue

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

chineseglue

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard