deep-learning

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

deep-learning

python

data-science

reinforcement-learning

ray

rllib

hyperparameter-search

hyperparameter-optimization

model-selection

serving

CMU-Perceptual-Computing-Lab/openpose
347日前29.3k

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

human-pose-estimation

human-behavior-understanding

explosion/spaCy
346日前28.3k

💫 Industrial-strength Natural Language Processing (NLP) in Python

named-entity-recognition

artificial-intelligence

spacy

neural-network

natural-language-processing

nlp-library

AMAI-GmbH/AI-Expert-Roadmap
346日前27.9k

Roadmap to becoming an Artificial Intelligence Expert in 2022

artificial-intelligence

study-plan

neural-network

gradio-app/gradio
347日前26.3k

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Lightning-AI/pytorch-lightning
345日前26.2k

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

artificial-intelligence

pytorch

donnemartin/data-science-ipython-notebooks
347日前26.1k

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.

eugeneyan/applied-ml
345日前25.7k

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

deep-learning

applied-machine-learning

natural-language-processing

reinforcement-learning

data-quality

production

lutzroeder/netron
346日前25.5k

Visualizer for neural network, deep learning and machine learning models

ageron/handson-ml
347日前25.1k

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

google/mediapipe
345日前24.8k

Cross-platform, customizable ML solutions for live and streaming media.

deezer/spleeter
346日前24.5k

Deezer source separation library including pretrained models.

mozilla/DeepSpeech
346日前23.9k

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.

eriklindernoren/ML-From-Scratch
345日前22.9k

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.

deep-learning

deep-reinforcement-learning

data-science

machine-learning-from-scratch

machine-learning

data-mining

genetic-algorithm

d2l-ai/d2l-en
346日前20.9k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

natural-language-processing

hyperparameter-optimization

MLEveryday/100-Days-Of-ML-Code
346日前20.5k

100-Days-Of-ML-Code中文版

unsupervised-learning

jina-ai/jina
345日前19.7k

☁️ Build multimodal AI applications with cloud-native stack

Tencent/ncnn
346日前18.8k

ncnn is a high-performance neural network inference framework optimized for the mobile platform

artificial-intelligence

huggingface/datasets
346日前18.0k

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

natural-language-processing

datasets

recommenders-team/recommenders
347日前17.6k

Best Practices on Recommendation Systems

recommendation-algorithm

operationalization

recommendation-system

recommendation-engine

recommendation

microsoft

onnx/onnx
346日前16.4k

Open standard for machine learning interoperability

emilwallner/Screenshot-to-code
346日前16.1k

A neural network that transforms a design mock-up into a static website.

Unity-Technologies/ml-agents
346日前16.0k

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

deep-learning

unity3d

deep-reinforcement-learning

machine-learning

unity

neural-networks

reinforcement-learning

oxford-cs-deepnlp-2017/lectures
347日前15.6k

Oxford Deep NLP 2017 course

natural-language-processing

ml-tooling/best-of-ml-python
347日前15.1k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

kailashahirwar/cheatsheets-ai
347日前14.9k

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

artificial-intelligence

keras

NLP-LOVE/ML-NLP
346日前14.7k

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

deep-learning

nlp

machine-learning

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
346日前14.7k

500 AI Machine learning Deep learning Computer vision NLP Projects with code

deep-learning

nlp

machine-learning-projects

deep-learning-project

computer-vision-project

nlp-projects

artificial-intelligence-projects

artificial-intelligence

unifyai/ivy
346日前14.0k

The Unified AI Framework

dair-ai/ML-YouTube-Courses
346日前13.5k

📺 Discover the latest machine learning / AI courses on YouTube.

natural-language-processing

janishar/mit-deep-learning-book-pdf
345日前12.1k

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

microsoft/onnxruntime
346日前12.0k

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

hardware-acceleration

neural-networks

pytorch

onnx

ydataai/ydata-profiling
347日前11.8k

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

exploratory-data-analysis

eda

html-report

data-exploration

kmario23/deep-learning-drizzle
346日前11.6k

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning

deep-reinforcement-learning

visual-recognition

pattern-recognition

artificial-neural-networks

probabilistic-graphical-models

bayesian-statistics

graph-neural-networks

artificial-intelligence-algorithms

deep-neural-networks

natural-language-processing

reinforcement-learning

stefan-jansen/machine-learning-for-trading
346日前11.3k

Code for Machine Learning for Algorithmic Trading, 2nd edition.

deep-learning

investment-strategies

artificial-intelligence

investment

apache/tvm
346日前10.9k

Open deep learning compiler stack for cpu, gpu and specialized accelerators

lukas-blecher/LaTeX-OCR
346日前10.0k

pix2tex: Using a ViT to convert images of equations into LaTeX code.

fastai/numerical-linear-algebra
347日前9.9k

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

roboflow/supervision
346日前9.6k

We write your reusable computer vision tools. 💜

deep-learning

instance-segmentation

aws/amazon-sagemaker-examples
347日前9.3k

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

reinforcement-learning

inference

sagemaker

microsoft/computervision-recipes
347日前9.2k

Best Practices, code samples, and documentation for Computer Vision.

artificial-intelligence

voicepaw/so-vits-svc-fork
346日前8.0k

so-vits-svc fork with realtime support, improved interface and more features.

tangyudi/Ai-Learn
346日前7.9k

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

artificial-intelligence

data-mining

pytorch

keras

google/trax
346日前7.9k

Trax — Deep Learning with Clear Code and Speed

deep-learning

deep-reinforcement-learning

reinforcement-learning

arogozhnikov/einops
347日前7.7k

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

tensorlayer/TensorLayer
346日前7.3k

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

artificial-intelligence

object-detection

neural-network

gan

reinforcement-learning

mrdbourke/machine-learning-roadmap
345日前7.1k

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

rasbt/python-machine-learning-book-2nd-edition
348日前7.0k

The "Python Machine Learning (2nd edition)" book code repository and info resource

autogluon/autogluon
346日前6.8k

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

deep-learning

automated-machine-learning

natural-language-processing

ensemble-learning

h2oai/h2o-3
346日前6.6k

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Atcold/NYU-DLSP20
347日前6.6k

NYU Deep Learning Spring 2020

thtrieu/darkflow
347日前6.1k

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deep-learning

darknet

convolutional-neural-networks

convolutional-networks

UFund-Me/Qbot
346日前5.3k

[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

ZheC/Realtime_Multi-Person_Pose_Estimation
346日前5.0k

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

human-pose-estimation

human-behavior-understanding

cvpr-2017

sql-machine-learning/sqlflow
348日前5.0k

Brings SQL and AI together.

mrdbourke/tensorflow-deep-learning
346日前4.7k

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

alexlenail/NN-SVG
350日前4.3k

Publication-ready NN-architecture schematics.

pytorch/serve
345日前3.9k

Serve, optimize and scale PyTorch models in production

obss/sahi
346日前3.4k

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

deep-learning

instance-segmentation

small-object-detection

NVlabs/tiny-cuda-nn
345日前3.2k

Lightning fast C++/CUDA neural network framework

lancedb/lance
345日前3.1k

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

lgsvl/simulator
352日前2.2k

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

artificial-intelligence

jsbroks/coco-annotator
349日前2.0k

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

achillesrasquinha/bulbea
355日前1.9k

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

deep-learning

prediction

sentiment-analysis

stock-market-prediction

Mukosame/Anime2Sketch
348日前1.9k

A sketch extractor for anime/illustration.

deep-learning

sketch

wacv

generative-adversarial-network

learning-at-home/hivemind
346日前1.8k

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

deep-learning

volunteer-computing

mixture-of-experts

asynchronous-programming

diffgram/diffgram
348日前1.8k

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

mratsim/Arraymancer
349日前1.2k

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

deep-learning

nim

multidimensional-arrays

high-performance-computing

opencl