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amadeusgpt

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

atom

:atom: The hackable text editor

auto-sklearn

bitplanes

Robust and real time template tracking

bullet3

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

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

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepmask

Torch implementation of DeepMask and SharpMask

detectron

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

directfutureprediction

Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017

dive-into-machine-learning

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

dlc-cajal-course

Course materials for the Modern Methods for Quantifying Behavior Course!

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)

docker4deeplabcut

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

dopamine

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

fast-style-transfer

TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

frame_grabber

generative-models

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

kinetics-i3d

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

labelfree

learning-to-learn

Learning to Learn in TensorFlow

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

models

Models built with TensorFlow

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.