davidjin1214

Python

All Algorithms implemented in Python

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

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mmdetection

OpenMMLab Detection Toolbox and Benchmark

pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

pytorch_geometric

Graph Neural Network Library for PyTorch

CopyTranslator

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

vision

Datasets, Transforms and Models specific to Computer Vision

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

python-small-examples

告别枯燥，致力于打造 Python 实用小例子，更多Python良心教程见 https://ai-jupyter.com

cheatsheets

Official Matplotlib cheat sheets

SciencePlots

Matplotlib styles for scientific plotting

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

handcalcs

Python library for converting Python calculations into rendered latex.

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

PettingZoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

dlbook_notation

LaTeX files for the Deep Learning book notation

brain-tokyo-workshop

🧠🗼

EssentialMath

machin

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

python_plot_utils

A simple code for plotting figure, colorbar, and cropping with python

scope-rl

SCOPE-RL: A python library for offline reinforcement learning, off-policy evaluation, and selection

tangjianpku.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes