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#machine-learning

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

230 records
Tagged “machine-learning”Ranked by health index
PyPI
85Excellenthealth index
Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
Python★ 4,845↓ 1.7M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
85Excellenthealth index
aws/sagemaker-python-sdk
A library for training and deploying machine learning models on Amazon SageMaker
Python★ 2,253↓ 1.3M/moJul 16, 2026
Apache-2.0Jul 16, 2026 · metrics 1.13.0
PyPI · RubyGems
85Excellenthealth index
deepspeedai/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Python · C++★ 42.7K↓ 1.3M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
85Excellenthealth index
google-deepmind/optax
Optax is a gradient processing and optimization library for JAX.
Python★ 2,301Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI
85Excellenthealth index
huggingface/datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Python★ 21.7KJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
Go · PyPI
85Excellenthealth index
kserve/kserve
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Go · Python★ 5,705Jul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
85Excellenthealth index
netdata/netdata
The fastest path to AI-powered full stack observability, even for lean teams.
Go · C · Rust★ 79.7KJul 19, 2026
GPL-3.0Jul 19, 2026 · metrics 1.13.0
PyPI
85Excellenthealth index
strands-agents/tools
A set of tools that gives agents powerful capabilities.
Python★ 1,132Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
automl/tabpfn
⚡ TabPFN: Foundation Model for Tabular Data ⚡
Python★ 7,616Jul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
bitsandbytes-foundation/bitsandbytes
Accessible large language models via k-bit quantization for PyTorch.
Python · Cuda★ 8,329↓ 5.7M/moJul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
modelscope/modelscope
ModelScope: bring the notion of Model-as-a-Service to life.
Python★ 9,035Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI · crates.io
84Goodhealth index
nuclia/nucliadb
NucliaDB, The AI Search database for RAG
Python · Rust★ 718↓ 71.5K/moJul 22, 2026
Custom licenseJul 22, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
pytorch/vision
Datasets, Transforms and Models specific to Computer Vision
Python★ 17.8KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
triton-inference-server/server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Python · Shell · C++★ 10.9KJul 19, 2026
BSD-3-ClauseJul 19, 2026 · metrics 1.13.0
PyPI
83Goodhealth index
Nixtla/mlforecast
Scalable machine 🤖 learning for time series forecasting.
Python★ 1,254↓ 466.4K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
83Goodhealth index
OpenSTEF/openstef
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
Python★ 155Jul 19, 2026
MPL-2.0Jul 19, 2026 · metrics 1.13.0
npm
83Goodhealth index
clima/oceananigans.jl
🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
Julia★ 1,375Jul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
PyPI · npm
83Goodhealth index
gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
Python · TypeScript · Svelte★ 43.2K↓ 14.3M/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI
83Goodhealth index
kornia/kornia
🐍 Geometric Computer Vision Library for Spatial AI
Python★ 11.3K↓ 3M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI · npm
83Goodhealth index
mlflow/mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
Python · TypeScript★ 27.1K↓ 40.1M/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
Maven · RubyGems
83Goodhealth index
vespa-engine/vespa
The AI search platform
Java · C++★ 7,020Jul 16, 2026
Apache-2.0Jul 16, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
HIPS/autograd
Efficiently computes derivatives of NumPy code.
Python★ 7,512Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
Lightning-AI/torchmetrics
Machine learning metrics for distributed, scalable PyTorch applications.
Python★ 2,449Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
Python★ 10.5K↓ 1.9M/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI · npm · RubyGems
82Goodhealth index
mlc-ai/xgrammar
Fast, Flexible and Portable Structured Generation
C++ · Python★ 1,792↓ 6.6M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
sbi-dev/sbi
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has you covered.
Python★ 849Jul 22, 2026
Apache-2.0Jul 22, 2026 · metrics 1.13.0
PyPI · npm
82Goodhealth index
unslothai/unsloth
Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.
Python · TypeScript★ 68.5K↓ 2.3M/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
Go
81Goodhealth index
flyteorg/flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
Go★ 7,146Jul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
PyPI
81Goodhealth index
google/grain
Library for reading and processing ML training data.
Python★ 752Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
81Goodhealth index
supabase/supabase-py
Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.
Python★ 2,543Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0