deep-learning
Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
Repositories (1412)
Machine learning resources
Notes about courses Dive into Deep Learning by Mu Li
周志华《机器学习》手推笔记
Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
A python library for self-supervised learning on images.
💁♀️Your new best friend powered by an artificial neural network
A high performance and generic framework for distributed DNN training
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
TVM Documentation in Chinese Simplified / TVM 中文文档
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
🧠💬 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.
This is Andrew NG Coursera Handwritten Notes.
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
A Deep Learning based project for creating line art portraits.
Minimal and Clean Reinforcement Learning Examples
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.
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
a distributed deep learning platform
Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of paramet...
Quant/Algorithm trading resources with an emphasis on Machine Learning
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Models, data loaders and abstractions for language processing, powered by PyTorch
【三年面试五年模拟】AIGC算法工程师面试秘籍。涵盖AIGC、LLM大模型、AI Agent、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、大数...
[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation
🛠 All-in-one web-based IDE specialized for machine learning and data science.
The official Python client for the Hugging Face Hub.
Classic papers and resources on recommendation
Free to use online tool for labelling photos. https://makesense.ai
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Langua...
[CVPR2020] Adversarial Latent Autoencoders
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activi...
min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image...
The fast.ai course notebooks
Seamlessly integrate LLMs into scikit-learn.
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。
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)。
Synthetic data generation for tabular data
Open Machine Learning course
Debugging, monitoring and visualization for Python Machine Learning and Data Science
The next generation deep reinforcement learning tookit
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
An unnecessarily tiny implementation of GPT-2 in NumPy.
Fast and flexible AutoML with learning guarantees.