jgraving

pinpoint

pinpoint is a Python library for generating and tracking 2D barcode tags.

rna-seq-tsne

The art of using t-SNE for single-cell transcriptomics

imgaug

Image augmentation for machine learning experiments.

openTSNE

Extensible, parallel implementations of t-SNE

bb_binary

Binary Format for the BeesBook detections

bb_pipeline

Social networks in honeybees - Detection pipeline

bb_tracking

Python code to perform tracking and evaluate the performance of tracking algorithms for the beesbook project.

convolutional-pose-machines-tensorflow

Deep-Learning-Experiments

Notes and experiments to understand deep learning concepts

DeepLabCut-Workshop-Materials

Workshop material for using DeepLabCut

deepposekit-paper

code and files for the DeepPoseKit manuscript

DLCutils

Various scripts to support deeplabcut...

Docker4DeepLabCut2.0

Docker container for running DeepLabCut2.0 (linux support only)

IntegratedGradients

Python/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

joint-vae

Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:

leap

LEAP Estimates Animal Pose

Learning-aftershock-location-patterns

Training, testing, evaluation codes for learning aftershock location patterns

normalizing-flows-tutorial

Tutorial on normalizing flows.

opencv

Open Source Computer Vision Library

pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pixelsnail-public

polar-transformer-networks

Demo source code for the paper "Esteves, C., Allen-Blanchette, C., Zhou, X. and Daniilidis, K, "Polar Transformer Networks", ICLR 2018.

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

pytorch-vqvae

Vector Quantized VAEs - PyTorch Implementation

sandbox

Play time!

Stacked_Hourglass_Network_Keras

Keras Implementation for Stacked Hourglass Network

STN.keras

Implementation of spatial transformer networks (STNs) in keras 2 with tensorflow as backend.

world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch