autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
autodistill / autodistill
kayba-ai / agentic-context-engine
🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai
scverse / scanpy
Single-cell analysis in Python. Scales to >100M cells.
data-infra / cube-studio
cubestudio开源云原生一站式机器学习/深度学习/大模型AI平台/MaaS/mlops/人工智能平台/训推平台，算法全链路流程，多租户，算力租赁平台，token中转，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务，VGPU虚拟化，云边端协同，边缘计算，自动化标注平台，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库llmops智能体，AI模型市场，支持国产异构算力调度,昇腾/寒武纪/海光/摩尔/沐曦等，支持ib/roce/RDMA，信创支持
chemprop / chemprop
Message Passing Neural Networks for Molecule Property Prediction
huggingface / evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
TorchIO-project / torchio
Medical imaging processing for AI applications.
hitsz-ids / synthetic-data-generator
SDG is a specialized framework designed to generate high-quality structured tabular data.
google-deepmind / optax
Optax is a gradient processing and optimization library for JAX.
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.
fairlearn / fairlearn
A Python package to assess and improve fairness of machine learning models.
dstackai / dstack
A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.
aws / sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
ahmedfgad / GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
tensorflow / tfx
TFX is an end-to-end platform for deploying production ML pipelines
fastmachinelearning / hls4ml
Machine learning on FPGAs using HLS
Thinklab-SJTU / awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
fangwei123456 / spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
jeshraghian / snntorch
Deep and online learning with spiking neural networks in Python
ainfosec / FISSURE
The RF and reverse engineering framework for everyone. Follow and ★ to show your support!
deepmodeling / deepmd-kit
A deep learning package for many-body potential energy representation and molecular dynamics
bytewax / bytewax
Python Stream Processing
Cloud-CV / EvalAI
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
pykeen / pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
tensorflow / privacy
Library for training machine learning models with privacy for training data
youngfish42 / Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
elyra-ai / elyra
Elyra extends JupyterLab with an AI centric approach.
meta-pytorch / opacus
Training PyTorch models with differential privacy
kyegomez / BitNet
Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch
GPflow / GPflow
Gaussian processes in TensorFlow
johannfaouzi / pyts
A Python package for time series classification
dphnAI / sonar
Large-scale LLM inference engine
magenta / magenta-realtime
Magenta RealTime 2: An Open-Weights Live Music Model
google / budoux
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mlcommons / training
Reference implementations of MLPerf® training benchmarks
ScottfreeLLC / AlphaPy
Python AutoML for Trading Systems and Sports Betting
bespokelabsai / curator
Synthetic data curation for post-training and structured data extraction
meta-pytorch / tnt
A lightweight library for PyTorch training tools and utilities
kubeflow / katib
Automated Machine Learning on Kubernetes
BindsNET / bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
mlrun / mlrun
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
tensorly / tensorly
TensorLy: Tensor Learning in Python.
intelligent-machine-learning / dlrover
DLRover: An Automatic Distributed Deep Learning System
google / vizier
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
chrismattmann / tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
skrub-data / skrub
Machine learning with dataframes
InterDigitalInc / CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
pixeltable / pixeltable
The backend agents build with - Multimodal database, orchestration, and serving in one file
pavlin-policar / openTSNE
Extensible, parallel implementations of t-SNE
JustGlowing / minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
google / uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
tensorflow / model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
quixio / quix-streams
Python Streaming DataFrames for Kafka
bgavran / Category_Theory_Machine_Learning
List of papers studying machine learning through the lens of category theory
tensorflow / gnn
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
sepandhaghighi / pycm
Multi-class confusion matrix library in Python
sb-ai-lab / LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
nilearn / nilearn
Machine learning for NeuroImaging in Python
fmind / mlops-python-package
Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise.
koaning / scikit-lego
Extra blocks for scikit-learn pipelines.