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Starred repositories
手写实现李航《统计学习方法》书中全部算法
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN,…
Zotero translator中文网页抓取翻译器🎉This is Zotero translators for Chinese Sites(beta), not the official Zotero repo
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencode…
A curated list of Meta-Learning resources/papers.
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Companion webpage to the book "Mathematics For Machine Learning"
📖 A curated list of resources dedicated to Natural Language Processing (NLP)
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF
A Hyperparameter Tuning Library for Keras
A curated list of pretrained sentence and word embedding models
Natural Language Processing Tutorial for Deep Learning Researchers
A comprehensive collection of recent papers on graph deep learning
Tutorial for International Summer School on Deep Learning, 2019
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
100+ Chinese Word Vectors 上百种预训练中文词向量
PyTorch Tutorial for Deep Learning Researchers
基于 TensorFlow & PaddlePaddle 的通用序列标注算法库（目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF，更多算法正在持续添加中）实现中文分词（Tokenizer / segmentation）、词性标注（Part Of Speech, POS）和命名实体识别（Named Entity Recognition, NER）等…
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Keras implementations of Generative Adversarial Networks.
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.