Repository Index

Extra blocks for scikit-learn pipelines.

• scikit-learn
• machine-learning
• common-sense

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

• imagej
• scikit-image
• opencv
• simpleitk

Transpile trained scikit-learn estimators and transformers to C, C#, Go, Java, JavaScript, PHP and Ruby.

• machine-learning
• data-science
• scikit-learn
• sklearn

PySpark + Scikit-learn = Sparkit-learn

• scikit-learn
• apache-spark
• machine-learning
• distributed-computing

A scikit-learn based module for multi-label et. al. classification

• classification
• scikit
• scikit-learn
• multi-label

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

• scikit-learn
• lasagne
• deep-learning
• machine-learning

Use evolutionary algorithms instead of gridsearch in scikit-learn

Simple finite element assemblers

• fem
• python
• pde

Graph Algorithms

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

Improved build system generator for CPython C, C++, Cython and Fortran extensions

• python
• cpython
• c-extension
• c

Python package for Bayesian Machine Learning with scikit-learn API

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

Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

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

Python library for multilinear algebra and tensor factorizations

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

• posthoc-comparisons
• posthoc-tests
• python
• scikit

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

Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot

• btc
• lstm
• rnn
• bitcoin

Genetic feature selection module for scikit-learn

A Python module for time-frequency analysis

• python
• scipy
• signal-processing
• time-frequency-analysis

Relevance Vector Machine implementation using the scikit-learn API.