nizarislah Goto Github PK

avalanche

Avalanche: an End-to-End Library for Continual Learning

beta-tcvae

code for "Isolating Sources of Disentanglement in Variational Autoencoders".

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

cn-dpm

Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."

co2l

Co^2L: Contrastive Continual Learning (ICCV2021)

dementia-prediction

Using Machine Learning to predict dementia based on several factors including MRI data, age, socioeconomic status, etc.

disentangled-sequential-autoencoder

Variational Autoencoder for Unsupervised and Disentangled Representation Learning of content and motion features in sequential data (Mandt et al.).

facial-expression-recognition

Using Convolutional Neural Networks for Facial Expression Recognition.

gamecentre

An Android App containing three playable board games: Sliding tiles puzzle, Hasami Shogi, and Connect4.

neocorticalcl

Neocortical-based continual learning

nizarislah.github.io

Personal website

nm2020

NeuroMatch 2020 Project Repo

outlier-based-sampling

Machine Learning with Imbalanced EEG Datasets using Outlier-based Sampling

primer-algorithm

A primer design algorithm for Multiplex Polymerase Chain Reaction (PCR).

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

theory_associative_memory

repo for code for paper on general theory associative memory models

tinyimagenet-transformers

Transformers trained on Tiny ImageNet

vaes

Variational autoencoders: VAE, gaussian mixture VAE (GMVAE), and a basic ladder VAE (LVAE)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

workshops