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hierarchical-categories-loss-tensorflow

A loss function for categories with a hierarchical structure.

hungarian-algorithm

Implementation of Hungarian Algorithm with Python and NumPy

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

immune-subtype-clustering

This repo contains the code necessary to reproduce the clusters found in "The Immune Landscape of Cancer".

immunesubtypeclassifier

An R package for classification of immune subtypes, in cancer, using gene expression data.

intro-to-rnaseq-hpc-o2

This repository has teaching materials for a 2 and 3-day Introduction to RNA-sequencing data analysis workshop using the O2 Cluster

isomatch

kaggle_ndsb2017

Kaggle datascience bowl 2017

keras

Deep Learning for humans

keras-applications

Reference implementations of popular deep learning models.

keras-inception-resnet-v2

The Inception-ResNet v2 model using Keras (with weight files)

keras-inception-resnetv2

Keras implementation of Google's inception-resnet-v2 Architecture

leaflet-maskcanvas

A leaflet canvas layer for displaying large coverage data sets

leaflet.markercluster

Marker Clustering plugin for Leaflet

lore

WebGL engine for (big) data visualization.

lucid

A collection of infrastructure and tools for research in neural network interpretability.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

merfish_analysis

Matlab software for the analysis of MERFISH data and the construction of MERFISH probes.

mil-nature-medicine-2019

minimds

mnist-cnn-autoencoder

Using deep CNNs and stacked autoencoders to classify images of digits from the MNIST dataset

model-analysis

Model analysis tools for TensorFlow

models

Models and examples built with TensorFlow

molecule-autoencoder

A project to enable optimization of molecules by transforming them to and from a continuous representation.

mpl-scatter-density

:zap: Fast scatter density plots for Matplotlib :zap:

msifromhe

predict microsatellite status from hematoxylin-eosin histology of gastrointestinal cancer

multi-label-zero-shot

Few- and Zero-shot Multi-Label Learning for Structured Label Spaces

multi-plier

A unsupervised transfer learning approach for rare disease transcriptomics

openslide-python

Python bindings to OpenSlide

pathcnn

Pathology image classifier architecture