neuroailab/ptutils

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Language
Python
License
MIT License
Created over 7 years ago
Updated over 5 years ago

neuroailab/ptutils

neuroailab

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PyTorch utilities for neural network research.

tnn

Biologically-realistic recurrent convolutional neural networks

LocalAggregation-Pytorch

VIE

Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"

PSGNets

Neural Networks that convert input movies into Physical Scene Graphs (PSGs)

LocalAggregation

Tensorflow implementation for "Local Aggregation for Unsupervised Learning of Visual Embeddings"

physics_prediction

Codes for paper "Flexible Neural Representation for Physics Prediction".

TDANN

Topographic Deep Artificial Neural Networks

cs375

Course Repository for CS 375 (Large Scale Neural Network Modules for Neuroscience)

Jupyter Notebook

flex-ml-agents

FleX ML Agents Simulation Environment - Forked from ml-agents

tfutils

Utilities for working with tensorflow

unsup_vvs

Unsupervised deep convolutional neural network model for the ventral visual stream.

convrnns

ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks

EISEN

Neural-Alignment

CounterfactualWorldModels

An approach to building pure vision foundation models by prompting masked predictors with "counterfactual" visual inputs.

psych253

Code for Psychology 253

Jupyter Notebook

CuriousSamplePlanner

Curiosity in Multi-Step Motion Planning

Jupyter Notebook

lr-identify

A large database of artificial neural network statistics during training

physopt-physics-benchmarking

mec

VisualLearningBenchmarks

learning_to_play

Public code for Learning to play with intrinsically-motivated self-aware agents

whisker_model

Codes for reproducing results in paper: https://arxiv.org/abs/1706.07555

barrel

For barrel cortex modelling

Jupyter Notebook

stansim

stanford world simulator

mouse-vision

Models of Mouse Vision: Self-supervised pre-trained networks and training code (PyTorch)

mtl_perception

Jupyter Notebook

physics-models

Jupyter Notebook

MORF