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Nathan Ing's Projects

arboreto icon arboreto

A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.

attention-sampling icon attention-sampling

This Python package enables the training and inference of deep learning models for very large data, such as megapixel images, using attention-sampling

avocado icon avocado

Avocado is a multi-scale deep tensor factorization model that learns a latent representation of the human epigenome and enables imputation of epigenomic experiments that have not yet been performed.

awesome-single-cell icon awesome-single-cell

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

basketballcrawler icon basketballcrawler

This is a python module to scrape basketball-reference.com and convert various stats into usable data structures for analysis

caffe icon caffe

Caffe fork that supports CRF-RNN

cellprofiler icon cellprofiler

An open-source application for biological image analysis

cellprofiler-analyst icon cellprofiler-analyst

Open-source software for exploring and analyzing large, high-dimensional image-derived data.

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

colorgorical icon colorgorical

Colorgorical: a tool for creating categorical information visualization color palettes.

desc icon desc

Deep Embedding for Single-cell Clustering

enet icon enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

frst icon frst

Fast Radial Symmetry Transform

iic icon iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

milk icon milk

Multiple instance learning

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