AlexEMG

Docker4DeepLabCut

Dockercontainer to run DeepLabCut http://www.mousemotorlab.org/deeplabcut/

DLC-Cajal-Course

Course materials for the Modern Methods for Quantifying Behavior Course!

Tutorials

Collection of miscellaneous teaching, workshop or tutorial materials...

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

atom

:atom: The hackable text editor

CaImAn

Computational toolbox for large scale Calcium Imaging Analysis, including movie handling, motion correction, source extraction, spike deconvolution and result visualization.

chandlerzuo.github.io

My blog.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn!

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

PerceptualSimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

pyRiemann

Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface

pytorch-CycleGAN-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

PyTorch-NEAT

bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dm_control

The DeepMind Control Suite and Package

docker

Information and scripts to run and develop the Bethge Lab Docker containers

docker-deeplearning

Development of new unified docker container (WIP)

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

MultiCol-SLAM

This repository contains a multi-fisheye camera SLAM. The underlying SLAM system is based on ORB-SLAM.

myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

opensim-core

SimTK OpenSim 4.0 C++ libraries and command-line applications, and Java/Python wrapping.

otrobopt-feedstock

A conda-smithy repository for otrobopt.

poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

scipy-cookbook

Scipy Cookbook

ScopeFoundry

ScopeFoundry: A Python platform for controlling custom laboratory experiments and visualizing scientific data

tangent

Source-to-Source Debuggable Derivatives in Pure Python

tf_unet

Generic U-Net Tensorflow implementation for image segmentation