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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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-jupyterlab-extension

😎 A curated list of awesome Jupyterlab extension projects. 🌠 Detailed introduction with images.

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, and technical frameworks and illustrations in LaTeX.

awesome-pytorch-chinese

【干货】史上最全的PyTorch学习资源汇总

certified-probabilistic-robustness

Certify probabilistic robustness againt functional threat model

copytranslator

Foreign language reading and translation assistant based on copy and translate.

csu-thesis-latex-template

中南大学学位论文LaTeX模板

cvpr2020-code

CVPR 2020 论文开源项目合集

cvpr2020-paper-code-interpretation

cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

fairness

fairness-in-credit-scoring

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Java, C++, Python, Go, JS, TS, C#, Swift, Rust, Dart, Zig 等语言。

infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

keras-tcn

Keras Temporal Convolutional Network.

keras-tcn-solar

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

matconvnet

MatConvNet: CNNs for MATLAB

matconvnet-oneclick

Train your own data with MatConvNet

matlab_demos

it contains all the MATLAB demo code associated with my machine learning notes

metric-visualizer

For easy metric logging and visualization

models

Models and examples built with TensorFlow

my_tensorflow

The code on deep learning.

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

personal_website