mabdelhack's repositories
mabdelhack.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
hyperspectral_image_generator
Hyperspectral image generator with augmentation for Keras
steinmetz_beatbox
Creating music from spiking neuron data from Steinmetz et al. 2019
timelogging
A lightweight package to create a timestamp quickly in one line
et2adem
A more fun version of tqdm
bdpy
Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)
tqdm
A Fast, Extensible Progress Bar for Python and CLI
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.
visbrain
A multi-purpose GPU-accelerated open-source suite for brain data visualization
AutoPrognosis
Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
convert-eprime
Python functions to convert E-Prime files to csvs. Not currently being developed, but issues and PRs welcome!
ukbiobank-tools
Tools to enable filtering and curation of ukbiobank derived variables
email_notifications
sends email notifications
First-AI4People-Workshop
Slides and Code for the first AI4People workshop on the 8.+9. August 2020.
alibi
Algorithms for monitoring and explaining machine learning models
TreeInterpreterDemo
Demo using treeinterpreter tool to check feature contributions for Random Forest Classifier
webproject
basic web project..exports data to Excel
tetris_js
This is a repository where I create a tetris game using freecodecamp tutorial
cnn_recurrent_topdown
This is an image recognition network with both recurrent and top-down connections.
simulated_data_generator
This generates simulation data for testing algorithms
receipt_content_prediction
Computer vision project for classification of receipts
fancyimpute
Multivariate imputation and matrix completion algorithms implemented in Python
interactive-deep-colorization
Deep learning software for colorizing black and white images with a few clicks.
CNN-Sentinel
Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)
tensorflow_js_tutorial
Tutorial
tnn
Biologically-realistic recurrent convolutional neural networks
MouseCerebellumSulGyr
Shared code for comparing the cell overlap between Purkinje cells in mouse sulcus and gyrus