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Starred repositories
DELTA is a deep learning based natural language and speech processing platform.
A comprehensive list of competition winners in Machine Learning, Deep Learning, etc.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
Four word embedding models implemented in Python. Supporting arbitrary context features
A searchable compilation of Kaggle past solutions
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Implements of community detection algorithms
Benchmark datasets, data loaders, and evaluators for graph machine learning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data
Positive-unlabeled learning with Python.
Positive and Unlabeled Materials Machine Learning (pumml) is a code that uses semi-supervised machine learning to classify materials from only positive and unlabeled examples.
A list of popular github projects related to deep learning
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
PyTorch Tutorial for Deep Learning Researchers
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Materials for DGL hands-on tutorial in WWW 2020
Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
