TaylorJocelyn

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

pykan

Kolmogorov Arnold Networks

Book3_Elements-of-Mathematics

Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！

pytorch-fid

Compute FID scores with PyTorch.

Book-Mathematical-Foundation-of-Reinforcement-Learning

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

LD

Localization Distillation for Object Detection (CVPR 2022, TPAMI 2023)

DeepFool

A simple and accurate method to fool deep neural networks

FGD

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

DFQ

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.

awesome-explainable-reinforcement-learning

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

yolov7-tiny-pytorch

这是一个yolov7-tiny-pytorch的源码，可以用于训练自己的模型。

Odyssey

Odyssey: Empowering Agents with Open-World Skills

QDrop

The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

awesome-knowledge-distillation-for-object-detection

A curated list of awesome knowledge distillation papers and codes for object detection.

KamalEngine

Knowledge Amalgamation Engine

PTQD

The official implementation of PTQD: Accurate Post-Training Quantization for Diffusion Models

SchemaNet-PyTorch

Official PyTorch implementation of paper "Schema Inference for Interpretable Image Classification" (ICLR 2023)

VSGC