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mabdelhack's Projects

alibi icon alibi

Algorithms for monitoring and explaining machine learning models

autoprognosis icon autoprognosis

Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.

bdpy icon bdpy

Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)

celegansneuroml icon celegansneuroml

NeuroML based C elegans model, contained in a neuroConstruct project

cnn-sentinel icon cnn-sentinel

Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

convert-eprime icon convert-eprime

Python functions to convert E-Prime files to csvs. Not currently being developed, but issues and PRs welcome!

fancyimpute icon fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

ieeextreme5_0 icon ieeextreme5_0

A repository that includes the successful inputs to the IEEE Xtreme 5.0 hackathon 2011

jneuroml icon jneuroml

For more details see http://www.neuroml.org/neuroml2.php

libneuroml icon libneuroml

This package provides Python libNeuroML, for working with neuronal models specified in NeuroML

locomolyzer icon locomolyzer

2D Locomotion tracking and analysis system for animals

mfcl icon mfcl

modulation layer architecture for neural networks

ml_tester icon ml_tester

This is a library for testing ML models including deep learning in a way that retains all the information including the data, hyperparameters, intermediate models, and results.

mousecerebellumazpz icon mousecerebellumazpz

Analysis of difference of a Purkinje neuron population in AZ and PZ of mouse cerebellum

mousecerebellumsulgyr icon mousecerebellumsulgyr

Shared code for comparing the cell overlap between Purkinje cells in mouse sulcus and gyrus

numexpr icon numexpr

Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, BLZ

ogar icon ogar

An open source Agar.io server implementation, written with Node.js.

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