PS.Huang's starred repositories
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
mmdetection
OpenMMLab Detection Toolbox and Benchmark
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
leetcode_101
LeetCode 101:和你一起你轻松刷题(C++)
strategies
quantitative trading with Javascript, Python, C++, PineScript, Blockly, MyLanguage(麦语言)
Knowledge-Distillation-Zoo
Pytorch implementation of various Knowledge Distillation (KD) methods.
yolov3-channel-and-layer-pruning
yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏
Awesome-Multimodal-Research
A curated list of Multimodal Related Research.
diplomacy_cicero
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
kmeans-anchor-boxes
k-means clustering with the Intersection over Union (IoU) metric as described in the YOLO9000 paper
MultiBench
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
Pytorch_Generalized_3D_Lane_Detection
[ECCV 2020] Official PyTorch implementation of 'Gen-LaneNet: a generalized and scalable approach for 3D lane detection'
MLP-Mixer-pytorch
Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision
deformable-ravens
Code for ICRA 2021 paper: https://arxiv.org/abs/2012.03385