Repository Index

Use evolutionary algorithms instead of gridsearch in scikit-learn

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

• pipeline
• pipeline-framework
• machine-learning
• deep-learning

Python package for Bayesian Machine Learning with scikit-learn API

• python
• bayesian-machine-learning
• machine-learning
• scikit-learn

scikit-learn inspired API for CRFsuite

A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

• feature-selection
• data-science
• python

Scikit-learn for Recursive Self-improvement (RSI). A modular framework for recursive harness evolution.

• meta-learning
• reinforcement-learning
• rsi
• ai-agents

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

• python
• scikit-learn
• machine-learning
• artificial-intelligence

A set of tools for creating and testing machine learning features, with a scikit-learn compatible API

Genetic feature selection module for scikit-learn

Relevance Vector Machine implementation using the scikit-learn API.

Python for chemoinformatics

• chemoinformatics
• scikit-learn
• cheminformatics
• python

scikit-learn wrappers for Python fastText.

Stacked Generalization (Ensemble Learning)

• stacking
• ensemble-learning
• scikit-learn
• xgboost

Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.

• feature-engineering
• transformers
• pre-processing
• data-science

Go's answer to pandas + scikit-learn: a batteries-included data analysis library with dataframes, statistics, machine learning, quant, and GPU acceleration. Run Python with seamless two-way variable sharing, or explore data straight from the Insyra CLI.

• parallel
• data-science
• data-visualization
• pandas

scikit-learn addon to operate on set/"group"-based features

scikit-learn for OCaml

Java reimplementation of Python's scikit-learn with behavioral compatibility, numerical accuracy, and idiomatic Java design

The repository host gives no description.

• rubyml
• ruby
• python
• scikit-learn