AlexEMG

DLC-Cajal-Course

Course materials for the Modern Methods for Quantifying Behavior Course!

Docker4DeepLabCut

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

dopamine

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

Tutorials

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

BUCTD

[ICCV 2023] "Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguity"

DLC2action

DLC2Action is an action segmentation package that makes running and tracking of machine learning experiments easy.

DeepLabCut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

DeepLabCut-live

SDK for running DeepLabCut on a live video stream

DeepLabCut-Workshop-Materials

Workshop material for using DeepLabCut

scipy-cookbook

Scipy Cookbook

AlexEMG/Docker4DeepLabCut

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

AlexEMG/DLC-Cajal-Course

Course materials for the Modern Methods for Quantifying Behavior Course!

AlexEMG/Tutorials

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

AlexEMG/dopamine

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

AlexEMG/atom

:atom: The hackable text editor

AlexEMG/CaImAn

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

AlexEMG/chandlerzuo.github.io

My blog.

AlexEMG/conv_arithmetic

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

AlexEMG/dive-into-machine-learning

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

AlexEMG/generative-models

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

AlexEMG/openpose

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

AlexEMG/PerceptualSimilarity

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

AlexEMG/pyRiemann

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

AlexEMG/pytorch-CycleGAN-and-pix2pix

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

AlexEMG/PyTorch-NEAT

AlexEMG/AmadeusGPT

We turn natural language descriptions of behaviors into machine-executable code

AlexEMG/bullet3

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

AlexEMG/Detectron

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

AlexEMG/dm_control

The DeepMind Control Suite and Package

AlexEMG/docker

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

AlexEMG/docker-deeplearning

Development of new unified docker container (WIP)

AlexEMG/kinetics-i3d

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

AlexEMG/MultiCol-SLAM

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

AlexEMG/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.

AlexEMG/opensim-core

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

AlexEMG/otrobopt-feedstock

A conda-smithy repository for otrobopt.

AlexEMG/poincare-embeddings

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

AlexEMG/scipy-cookbook

Scipy Cookbook

AlexEMG/ScopeFoundry

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

AlexEMG/tangent

Source-to-Source Debuggable Derivatives in Pure Python