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Stephen Fleming's Projects

composable_mnist icon composable_mnist

Generate handwriting training data by composing characters: numbers using MNIST or names using EMNIST

cromwell icon cromwell

Scientific workflow engine designed for simplicity & scalability. Trivially transition between one off use cases to massive scale production environments

dataacquisition icon dataacquisition

MATLAB graphical user interface for viewing and recording data using a National Instruments DAQ, tested specifically for the NI USB-6003.

hmm icon hmm

Hidden Markov models for biological time-series data, implemented from scratch in Matlab

multichannelio icon multichannelio

A clean interface for easy use of Python to communicate with a DAQ from National Instruments via PyDAQmx with the NIDAQmx driver. Tested for the NI USB-6003.

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

scanpy icon scanpy

Single-Cell Analysis in Python. Scales to >1M cells.

seurat icon seurat

R toolkit for single cell genomics

ssdna_mcmc icon ssdna_mcmc

MCMC sampler for ssDNA position configurations in solution. Allows the user to specify boundary conditions which correspond to experiments like stretching, trapping, tethering, and pulling on ssDNA, in arbitrary confined geometries.

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