deep-learning GitHub repositories

ailia-ai/ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

neonwatty/machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

★ 2.3K+1 todayPython

ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

★ 2.2K+0 todayPython

RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

★ 2.2K+0 todayPHP

NX-AI/xlstm

Official repository of the xLSTM.

★ 2.2K+0 todayPython

The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.

★ 2.2K+0 todayUnknown

fangwei123456/spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

★ 2.2K+1 todayPython

WenjieDu/PyPOTS

A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values

★ 2.1K+0 todayPython

pykeen/pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

★ 2.0K+0 todayPython

youngfish42/Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

GPflow/GPflow

Gaussian processes in TensorFlow

★ 1.9K+0 todayPython

wq2012/awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

★ 1.9K+0 todayUnknown

john-rocky/CoreML-Models

Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.

★ 1.9K+2 todaySwift

lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、大语言模型，Agent等技术的前沿追踪、研究与应用。

★ 1.8K+0 todayJavaScript

ScottfreeLLC/AlphaPy

Python AutoML for Trading Systems and Sports Betting

bespokelabsai/curator

Synthetic data curation for post-training and structured data extraction

★ 1.8K+1 todayPython

EnzymeAD/Enzyme

High-performance automatic differentiation of LLVM and MLIR.

meta-pytorch/tnt

A lightweight library for PyTorch training tools and utilities

★ 1.7K+0 todayPython

pytorch-tabular/pytorch_tabular

A unified framework for Deep Learning Models on tabular data

★ 1.7K+0 todayPython

google/vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

★ 1.7K+0 todayPython

InterDigitalInc/CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

★ 1.7K+2 todayPython

NVlabs/sionna

Sionna: An Open-Source Library for Research on Communication Systems

★ 1.7K+0 todayJupyter Notebook

google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

★ 1.6K+0 todayPython

tensorflow/model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

★ 1.6K+0 todayPython

tensorflow/gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

★ 1.5K+0 todayPython

skforecast/skforecast

Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models

geomstats/geomstats

Computations and statistics on manifolds with geometric structures.

★ 1.5K+0 todayPython

sepandhaghighi/pycm

Multi-class confusion matrix library in Python

aeon-toolkit/aeon

A toolkit for time series machine learning and deep learning

★ 1.5K+0 todayPython

ai machine-learning

soda-inria/tabicl

TabICLv2: An open tabular foundation model

★ 1.4K+4 todayPython

winedarksea/AutoTS

Automated Time Series Forecasting

★ 1.4K+0 todayPython

mratsim/Arraymancer

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

sintel-dev/Orion

Unsupervised time series anomaly detection library

★ 1.4K+0 todayPython

shivammehta25/Matcha-TTS

[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

★ 1.4K+1 todayJupyter Notebook

open-edge-platform/geti

Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, optimized for Intel® XPU (CUDA also supported).

★ 1.4K+0 todayPython

PrunaAI/pruna

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

★ 1.3K+2 todayPython

llm ai

arkflow-rs/arkflow

High performance Rust stream processing engine seamlessly integrates AI capabilities, providing powerful real-time data processing and intelligent analysis.

★ 1.3K+0 todayRust

ai machine-learning

fancyboi999/ai-engineering-from-scratch-zh

Agent工程师最全学习路径 · 从零精通 AI 工程 · 20 阶段 542 课 · 中文全量翻译 + 配套站点 + 动画讲解视频 · 如何成为 AI Agent 工程师的修成指南

patrick-llgc/Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

★ 1.3K+14 todayJupyter Notebook

ml-tooling/best-of-jupyter

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

datawhalechina/torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

★ 1.2K+0 todayJupyter Notebook

llm deep-learning

mlmed/torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

qwdwqfwq/topconf-paper-figure-gallery

3,516 curated Figure 1 / teasers from ICLR, ICML, NeurIPS, CVPR, ACL, AAAI (2023-2026), with tier badges and FigureForge retrieval-augmented figure drafting

openvinotoolkit/nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

lhotse-speech/lhotse

Tools for handling multimodal data in machine learning projects.

★ 1.2K+0 todayPython

ai machine-learning

howie6879/mlhub123

机器学习&深度学习网站资源汇总（Machine Learning Resources）

★ 1.1K+1 todayUnknown

Toni-SM/skrl

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

★ 1.1K+0 todayPython

microsoft/Biodiversity

Microsoft AI for Good Lab — Biodiversity research hub. Open-source AI models, edge devices, and tools for biodiversity monitoring and conservation. Your source for MegaDetector, SPARROW, PytorchWildlife, Bioacoustics, and more.

★ 1.1K+0 todayPython

asreview/asreview

Active learning for systematic reviews

★ 1.1K+0 todayPython

llm deep-learning