Nazih Benoumechiara (NazBen)

NazBen

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Location:Paris

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Nazih Benoumechiara's repositories

pyquantregForest

This package aims to compute conditional quantiles using random regression forests from the scikit-learn library.

dep-impact

A python package for conservative estimation of an output quantity of interest in reliabilty problems.

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solution-challenge-jds18

The winning solution established for the 2018 challenge of the JDS conference.

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blackbox

A Python module for parallel optimization of expensive black-box functions

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jupyter2slides

Cloud Native Presentation Slides with Jupyter Notebook + Reveal.js

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lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

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NSGA2

Multi Objective Optimisation with Paralell tools

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predictive_imputer

Predictive imputation of missing values with sklearn interface. This is a simple implementation of the idea presented in the MissForest R package.

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ml-tools

Personal library with tools for data mining, data viz and models.

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RFGO

Random Forest Global Optimization

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scikit-learn

scikit-learn: machine learning in Python

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scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

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sklearn_pandas_intro

Introduction to Scikit-Learn and Pandas

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