deep-learning GitHub repositories

r0f1/datascience

Curated list of Python resources for data science.

★ 4.7K+0 todayUnknown

machine-learning python

huggingface/autotrain-advanced

🤗 AutoTrain Advanced

★ 4.6K+0 todayPython

tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

★ 4.4K+0 todayJupyter Notebook

microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

ModelTC/LightLLM

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

★ 4.3K+1 todayPython

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

★ 4.3K+0 todayPython

llm machine-learning

ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

opengeos/segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

★ 4.2K+0 todayPython

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

★ 4.1K+6 todayJupyter Notebook

llm machine-learning

uxlfoundation/oneDNN

Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs. Used by PyTorch, TensorFlow, OpenVINO, and ONNX Runtime.

★ 4.1K+1 todayC++

Nixtla/nixtla

TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

★ 4.0K+0 todayJupyter Notebook

llm agent

TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.

huggingface/huggingface_hub

The official CLI and Python client for the Hugging Face Hub.

★ 4.0K+6 todayPython

Lightning-AI/LitServe

A minimal Python framework for building custom AI inference servers with full control over logic, batching, and scaling.

★ 4.0K+1 todayPython

ai deep-learning

LazyAGI/LazyLLM

Easiest and laziest way for building multi-agent LLMs applications.

★ 3.9K+1 todayPython

llm agents

google/deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

★ 3.8K+2 todayPython

lightly-ai/lightly

A python library for self-supervised learning and latent world models on images.

★ 3.8K+0 todayPython

hemansnation/AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

★ 3.8K+1 todayJupyter Notebook

llm ai

polyaxon/polyaxon

AI Infra / AI Orchestration / AI Control Plane

NVIDIA/TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

★ 3.6K+4 todayPython

girafe-ai/ml-course

Open Machine Learning course

★ 3.6K+1 todayJupyter Notebook

machine-learning python

ben1234560/AiLearning-Theory-Applying

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。

★ 3.6K+0 todayJupyter Notebook

ai machine-learning

sdv-dev/SDV

Synthetic data generation for tabular data

★ 3.6K+2 todayPython

fnnx-ai/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

★ 3.5K+0 todayPython

llm machine-learning

PennyLaneAI/pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

★ 3.5K+0 todayPython

ethen8181/machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

★ 3.5K+0 todayHTML

machine-learning python

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

NVIDIA/physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

★ 3.4K+1 todayPython

google-deepmind/dm-haiku

JAX-based neural network library

★ 3.3K+0 todayPython

openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

★ 3.2K+1 todayJupyter Notebook

awesome-mlss/awesome-mlss

🤖 Machine Learning Summer School Guide

★ 3.0K+1 todayHTML

Faceplugin-ltd/Open-Source-Face-Recognition-SDK

Face Recognition, Face Liveness Detection, Face Anti-Spoofing, Face Detection, Face Landmarks, Face Compare, Face Matching, Face Pose, Face Expression, Face Attributes, Face Templates Extraction, Face Landmarks

★ 3.0K+6 todayPython

weslynn/AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

★ 3.0K+0 todayUnknown

pytorch/TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

★ 3.0K+1 todayPython

MaximeVandegar/Papers-in-100-Lines-of-Code

Implementation of papers in 100 lines of code.

explosion/thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

★ 2.9K+0 todayPython

ai machine-learning

linto-ai/whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

leptonai/leptonai

A Pythonic framework to simplify AI service building

★ 2.8K+0 todayPython

autodistill/autodistill

Images to inference with no labeling (use foundation models to train supervised models).

★ 2.8K+2 todayPython

kuberay-project/kuberay

A toolkit to run Ray applications on Kubernetes

★ 2.8K+2 todayGo

qualcomm/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

★ 2.7K+1 todayPython

stochasticai/xTuring

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

★ 2.7K+1 todayPython

Exorust/TorchLeet

LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.

★ 2.6K+0 todayJupyter Notebook

jolibrain/deepdetect

Deep Learning Server and CLI for Torch and TensorRT

★ 2.6K+0 todayC++

Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

★ 2.5K+0 todayPython

metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

★ 2.5K+0 todayScala

TorchIO-project/torchio

Medical imaging processing for AI applications.

★ 2.5K+1 todayPython

milvus-io/bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

★ 2.4K+0 todayJupyter Notebook

llm python