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100-days-of-ml-code

100 Days of ML Coding

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-algorithm-books

📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

csdi

Codes for "CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation"

cvpr2022-papers-with-code-demo

收集 CVPR 最新的成果，包括论文、代码和demo视频等，欢迎大家推荐！

deepclustering

Methods and Implements of Deep Clustering

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

mc-net

Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation"

miracle

mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

nn-zero-to-hero

Neural Networks: Zero to Hero

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

robotics_tutorial_for_zhihu

Some tutorial source code for "https://www.zhihu.com/people/xiao-ming-gong-fang/posts"

suienguang

the-gan-zoo

A list of all named GANs!

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习