jgraving

DeepPoseKit

a toolkit for pose estimation using deep learning

selfsne

Self-Supervised Noise Embeddings (Self-SNE)

behavelet

a wavelet transform for mapping behavior

DeepPoseKit-Data

Example datasets for DeepPoseKit

tracker

Animal behavior tracking using Python and OpenCV

DeepPoseKit-Annotator

a toolkit for annotating images with user-defined keypoints

google-research

Google AI Research

astroNN

Deep Learning for Astronomers with Tensorflow

bayesian_beta_regression

Bayesian Beta Regression for Collective Signal Detection (Bath et al.)

deit

Official DeiT repository

GitAdvanced

Graving_IMPRS_Thesis

imgstore

Store for video frames and metadata. Seekable & scaleable

jgraving.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

keras

Deep Learning for humans

keras-retinanet

Keras implementation of RetinaNet object detection.

mlp-mixer-pytorch

An All-MLP solution for Vision, from Google AI

perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pymdp

A Python implementation of active inference for Markov Decision Processes

rethinking

Statistical Rethinking course and book package

rethinking-numpyro

Statistical Rethinking (2nd ed.) with NumPyro

s-vae-pytorch

Pytorch implementation of Hyperspherical Variational Auto-Encoders

siren-pytorch

Pytorch implementation of SIREN - Implicit Neural Representations with Periodic Activation Function

sonnet

TensorFlow-based neural network library

Tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

umap

Uniform Manifold Approximation and Projection

VAME

Variational Animal Motion Embedding

vtk_programming