deep-learning
Deep Learning is an artificial neural network composed of many layers.
There are 73375 repositories under deep-learning topic.
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
paper-reading
深度学习经典、新论文逐段精读
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
fastai
The fastai deep learning library
ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
so-vits-svc
SoftVC VITS Singing Voice Conversion
spleeter
Deezer source separation library including pretrained models.
awesome-deep-learning-papers
The most cited deep learning papers
DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
supervision
We write your reusable computer vision tools. 💜
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
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.
JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
shap
A game theoretic approach to explain the output of any machine learning model.
labelImg
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
fastbook
The fastai book, published as Jupyter Notebooks
darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
pytorch_geometric
Graph Neural Network Library for PyTorch
learnopencv
Learn OpenCV : C++ and Python Examples
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
serve
☁️ Build multimodal AI applications with cloud-native stack
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format