deep-learning
Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
Repositories (1429)
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learni...
Awesome Knowledge Distillation
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Easiest and laziest way for building multi-agent LLMs applications.
Intel® Nervana™ reference deep learning framework committed to best performance on all hardware
Compute FID scores with PyTorch.
Facilitating the design, comparison and sharing of deep text matching models.
OpenMMLab Pre-training Toolbox and Benchmark
Machine learning resources
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可
Scenic: A Jax Library for Computer Vision Research and Beyond
Notes about courses Dive into Deep Learning by Mu Li
The official CLI and Python client for the Hugging Face Hub.
A python library for self-supervised learning on images.
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
This is Andrew NG Coursera Handwritten Notes.
周志华《机器学习》手推笔记
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
AI Infra / AI Orchestration / AI Control Plane
A high performance and generic framework for distributed DNN training
💁♀️Your new best friend powered by an artificial neural network
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
The fast.ai course notebooks
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
Minimal and Clean Reinforcement Learning Examples
A Deep Learning based project for creating line art portraits.
A best practice for tensorflow project template architecture.
🔥 TensorFlow Code for technical report: "YOLOv3: An Incremental Improvement"
[CVPR 2022] Thin-Plate Spline Motion Model for Image Animation.
a distributed deep learning platform
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Classic papers and resources on recommendation
Free to use online tool for labelling photos. https://makesense.ai
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。
Models, data loaders and abstractions for language processing, powered by PyTorch
[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation
Synthetic data generation for tabular data
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Probably the best curated list of data science software in Python.
Seamlessly integrate LLMs into scikit-learn.
Open Machine Learning course
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Langua...
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
[CVPR2020] Adversarial Latent Autoencoders