Python
Optunaoptuna/optuna
Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning.
GeneralMLOps
15k updated 1d ago
TPOT
EpistasisLab/tpot
Tool that automatically creates and optimizes machine learning pipelines using genetic programming. Consider it your personal data science assistant, automating a tedious part of machine learning.
- machine-learning
- python
- data-science
- automl
- automation
- scikit-learn
- hyperparameter-optimization
- model-selection
More in Python
AutoGluonawslabs/autogluon
AutoML for Image, Text, Tabular, Time-Series, and MultiModal Data.
GeneralDeep learningVisionNLPMLOps
10.8k updated 2d ago
Hubactiveloopai/Hub
Fastest unstructured dataset management for TensorFlow/PyTorch. Stream & version-control data. Store even petabyte-scale data in a single numpy-like array on the cloud accessible on any machine. Visit activeloop.ai for more info.
GeneralDeep learningLLMsVisionMLOps
9.3k updated 5mo ago
BentoMLbentoml/bentoml
Toolkit for package and deploy machine learning models for serving in production
GeneralDeep learningLLMsMLOps
8.9k updated 1d ago
Evidentlyevidentlyai/evidently
Interactive reports to analyze machine learning models during validation or production monitoring.
GeneralLLMsMLOps
8k updated 25d ago
ClearMLclearml/clearml
Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution.
GeneralDeep learningLLMsMLOps
6.9k updated 1d ago
Aimaimhubio/aim
> An easy-to-use & supercharged open-source AI metadata tracker.
GeneralData & vizMLOps
6.3k updated 1d ago
Deepchecksdeepchecks/deepchecks
Validation & testing of machine learning models and data during model development, deployment, and production. This includes checks and suites related to various types of issues, such as model performance, data integrity, distribution mismatches, and more.
GeneralMLOps
4.1k updated 10mo ago