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Christos Aridas's Projects

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

awesome-statistical-comparisons icon awesome-statistical-comparisons

A curated list of awesome papers and open source libraries to perform multiple statistical comparisons among a pool of algorithms or methods

creme icon creme

:custard: Online machine learning in Python

dabl icon dabl

Data Analysis Baseline Library

dagging icon dagging

A Python package that implements the Dagging ensemble method for classification and regression

dask icon dask

Parallel computing with task scheduling

deslib icon deslib

A Python library for dynamic classifier and ensemble selection

docarray icon docarray

🧬 The data structure for unstructured multimodal data · Neural Search · Vector Search · Document Store

framework icon framework

MOEA/D is a general-purpose algorithm framework. It decomposes a multi-objective optimization problem into a number of single-objective optimization sub-problems and then uses a search heuristic to optimize these sub-problems simultaneously and cooperatively.

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

invoke icon invoke

Pythonic task management & command execution.

joblib icon joblib

Computing with Python functions.

libact icon libact

Pool-based active learning in Python

lightning icon lightning

Large-scale linear classification, regression and ranking in Python

loky icon loky

Robust and reusable Executor for joblib

mediatr_py icon mediatr_py

Mediator implementation for python 3.6+ (version >=1.2<1.3 for python 3.5), that supports pipline behaviors, async executing

meetup icon meetup

A repository to help organize meetings and collect ideas, results, etc

modal icon modal

A modular active learning framework for Python3

nevergrad icon nevergrad

A Python toolbox for performing gradient-free optimization

pymfe icon pymfe

Python Meta-Feature Extractor package.

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