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John Reid's Projects

awesome-single-cell icon awesome-single-cell

List of software packages for single-cell data analysis, including RNA-seq, ATAC-seq, etc.

biopsy icon biopsy

C++ and python code for sequence analysis related to transcriptional regulation

cacto icon cacto

A non-parametric sequence model

cam-bio-big-data icon cam-bio-big-data

A directory of training available in Cambridge and around for basic bioinformatics processing and computational expertise in handling big data

check-yourself icon check-yourself

A case study in discrete choice model assessment with predictive simulations.

clusternomics icon clusternomics

Integrative clustering for heterogeneous biomedical datasets.

crf_denoising icon crf_denoising

Build a CRF model using Chainer for binary image denoising.

danq icon danq

A hybrid convolutional and recurrent neural network for predicting the function of DNA sequences

deepneuralnet-chess icon deepneuralnet-chess

Using @tensorflow, classify on the lichess dataset of standard games. Given a chess position as input, predict who will most likely win the game.

delorean icon delorean

R package to model time series accounting for noise in the temporal dimension. Specifically designed for single cell transcriptome experiments.

dotfiles icon dotfiles

My configuration files (.tmux.conf, .vimrc, .bashrc, .gitconfig, etc)

edward icon edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

factornet icon factornet

A deep learning package for predicting TF binding

genbmm icon genbmm

CUDA kernels for generalized matrix-multiplication in PyTorch

giraffe icon giraffe

experimental chess engine based on temporal-difference reinforcement learning

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