https://github.com/alixunxing/rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
https://github.com/alixunxing/pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
https://github.com/alixunxing/regnet-search-pytorch
Search for RegNet using PyTorch
https://github.com/alixunxing/r-fcn
R-FCN: Object Detection via Region-based Fully Convolutional Networks
https://github.com/hcdp/ascdp
American Samoa Climate Data Portal web application
https://github.com/alixunxing/pyvm
A Python language based Python Virtual Machine. (2 represents square)
https://github.com/alixunxing/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
https://github.com/alixunxing/pycorrector
pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,ConvSeq2Seq,BERT,MacBERT,ELECTRA,ERNIE,Transformer,T5等模型实现,开箱即用。
https://github.com/jcmontesherrera/tern-dronescape
General protocols and checklists for drone imagery and point cloud collection used for TERN's Dronescape and Naturescan projects.
https://github.com/alixunxing/papers-we-love
Papers from the computer science community to read and discuss.
https://github.com/alixunxing/nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
https://github.com/alixunxing/mtcnn_face_detection_alignment
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks
https://github.com/alixunxing/mario-gpt
Generating Mario Levels with GPT2. Code for the paper "MarioGPT: Open-Ended Text2Level Generation through Large Language Models" https://arxiv.org/abs/2302.05981
https://github.com/alixunxing/mae-pytorch
Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners
https://github.com/alixunxing/machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
https://github.com/alixunxing/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).