Trending AI reposUpdated daily from GitHub

The fast.ai course notebooks

AI Infra / AI Orchestration / AI Control Plane

基于ChatGLM-6B + LoRA的Fintune方案

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

💁‍♀️Your new best friend powered by an artificial neural network

A high performance and generic framework for distributed DNN training

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Minimal and Clean Reinforcement Learning Examples

OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.

Probably the best curated list of data science software in Python.

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

A Deep Learning based project for creating line art portraits.

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

A best practice for tensorflow project template architecture.

🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"

Synthetic data generation for tabular data

Open Machine Learning course

a distributed deep learning platform

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

Classic papers and resources on recommendation

《神经网络与深度学习：案例与实践》第二版：10 章 PyTorch 实践、Notebook、测试与电子书。

Models, data loaders and abstractions for language processing, powered by PyTorch

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

Hummingbird compiles trained ML models into tensor computation for faster inference.

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Fast, flexible and easy to use probabilistic modelling in Python.

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

校招、秋招、春招、实习好项目！带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

[CVPR2020] Adversarial Latent Autoencoders

:earth_americas: machine learning tutorials (mainly in Python3)

OML 1.0 via Fingerprinting: Open, Monetizable, and Loyal AI

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

A Doctor for your data

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

GeoAI: Artificial Intelligence for Geospatial Data

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

The next generation deep reinforcement learning tookit

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)