Zach Barry's Projects
Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.
A conda-smithy repository for caiman.
Columbia Advanced Machine Learning Seminar
A conda-smithy repository for cudadecon.
Markerless pose estimation of user-defined features with deep learning for all animals including humans
Dataset to assess the disentanglement properties of unsupervised learning methods
Stop plotting your data - annotate your data and let it visualize itself.
Intake is a lightweight package for finding, investigating, loading and disseminating data.
Language Server Protocol integration for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename)
The best way to write secure and reliable applications. Write nothing; deploy nowhere.
Python interface and preprocessing pipeline for the BBBC021 dataset of cellular images
Python wrapper for cudaDecon - GPU accelerated 3D deconvolution for microscopy
Python implementation of R package Janitor
Predict drug mechanism of action from high content screening images using PyTorch
Python implementation of Typhoon algorithm: dense estimation of 2D-3D optical flow on wavelet bases.
A system for parallel and distributed Python that unifies the ML ecosystem.
Notes based on my exploration of the Ray distributed multiprocessing library
Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.
A place to submit conda recipes before they become fully fledged conda-forge feedstocks