feziodoshi

neurobio_240

AlexNet-PyTorch

An PyTorch implementation AlexNet.Simple, easy to use and efficient

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

controversial_stimuli_tutorial

A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers

cs-video-courses

List of Computer Science courses with video lectures.

DevBoxNotebooks

Fast-Texforms

Code database for Fast Texform generation as proposed in the work of Deza, Chen, Long and Konkle (CCN 2019).

feziodoshi.github.io

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

foveated-metamers

Create metamers using models of the ventral stream and run experiments to validate them

jsvs

Sample code for adapting jsPsych for visual attention experiments.

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

lucent

Lucid library adapted for PyTorch

lucent-notebooks

Colab/Jupyter notebooks based on Lucent.

MathToolsforNeuroscience

Materials for Mathematical Tools for Neuroscience course at Harvard (Neurobio 212)

matter-js

a 2D rigid body physics engine for the web ▲● ■

ml-cpc

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

NeuroFovea_PyTorch

An adapted version of the Metamer Foveation Transform code from Deza et al. ICLR 2019

precourse

A repo for the pre-course work at home exercises

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-hooks-tutorial

PyTorch hooks examples covered in my YouTube tutorial video.

pytorch_feature_analysis

SimCLRv2-Pytorch

Pretrained SimCLRv2 models in Pytorch

StaircaseJS

Adaptive staircase procedure in JavaScript

stim-effect

tdw

ThreeDWorld simulation environment

tutorials

ViT

Implementing Vi(sion)T(transformer)