Stars
VPTQ, A Flexible and Extreme low-bit quantization algorithm
Pytorch implementation of various Knowledge Distillation (KD) methods.
High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
PaddleSlim is an open-source library for deep model compression and architecture search.
Awesome Remote Sensing Toolkit based on PaddlePaddle.
A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.
Prune DNN using Alternating Direction Method of Multipliers (ADMM)
All Algorithms implemented in Python
🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
Awesome Knowledge Distillation
A collection of high-impact and state-of-the-art SR methods