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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

😎 Awesome lists about all kinds of interesting topics

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-skeleton-based-action-recognition

A curated paper list of awesome skeleton-based action recognition.

chatgpt

Reverse engineered ChatGPT API

choi

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

gensim

Topic Modelling for Humans

googletest

GoogleTest - Google Testing and Mocking Framework

gym

A toolkit for developing and comparing reinforcement learning algorithms.

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlflow

Open source platform for the machine learning lifecycle

models

Models and examples built with TensorFlow

mytinystl

Achieve a tiny STL in C++11

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

paper-reading

深度学习经典、新论文逐段精读

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

scrcpy

Display and control your Android device

skynet

A lightweight online game framework

tensorrt

NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.

terraform

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.