andreofner

pyGPC

Generalized Predictive Coding in Torch

APC

Audio synthesis and analysis with gradient based predictive coding.

PredProp

Approximate Natural Gradient Descent with precision weighted predictive coding

ACTRNN

andreofner.github.io

archibrain

Synthesize bio-plausible neural networks for cognitive tasks, mimicking brain architecture

contextual-event-segmentation

Lifelog event segmentation as described in "Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams" (ACMMM’18)

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

cvat

Computer Vision Annotation Tool (CVAT) is a web-based tool which helps to annotate video and images for Computer Vision algorithms

DCM_RNN

Biophysical interpretable neural network.

deep-generative-prior

Code for deep generative prior (ECCV2020 oral)

DeepCGP

Deep convolutional gaussian processes.

DeepVOG

Pupil segmentation and gaze estimation using fully convolutional neural networks

Face-Morph

Using GAN to morph faces

GazeML

Gaze Estimation using Deep Learning, a Tensorflow-based framework.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

keras-rl

Deep Reinforcement Learning for Keras.

lookie-lookie

Learning to track eye movement in the browser

MERLIN

mscom

Music structure analysis with community detection methods

MUNIT-Tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

PCN-with-Local-Recurrent-Processing

Code for "Deep predictive coding network with local recurrent processing for object recognition"

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

predrnn-pp

A TensorFlow implementation of our paper https://arxiv.org/abs/1804.06300.

rnf-ijcnn-2020

Recurrent Neural Filters for Time Series Prediction

stylegan2-distillation

torchsim

A simulation environment for the creation and observation of ML models based on PyTorch

VariationalRNN

A Recurrent Latent Variable Model for Sequential Data

VPilot

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.