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.

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Pytorch❤️ Keras 😋😋

key Deep Learning engineering tricks in recsys

Hierarchical Attention Networks for Document Classification in PyTorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2…

Implementation of topic models based on neural network approaches.

Keyphrase Generation

A small and simple tutorial on how to craft a LSTM nn.Module by hand on PyTorch.

PyTorch tutorial for learners

用gensim训练LDA模型，进行新闻文本主题分析

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

Solve your natural language processing problems with smart deep neural networks

NamedEntityRecognition using BiLSTM-CRF,BiLSTM,BERT,TF2.x and Pytorch

Natural Language Processing. From data preparation to building model and deploy the model to web service

LDA_Coherence, LDA_Perplexity

encoder-decoder model using LSTM

SVD,SVD++,biasSVD,funkSVD