saurabhdash

GCN_Partitioning

Graph Partitoning Using Graph Convolutional Networks

deeplearning-essentials

This repository contains an explanation of the basic structure of code required to build, train and test deep learning models in pytorch.

tick

Module for statistical learning, with a particular emphasis on time-dependent modelling

addy_ibike_arduino_codes

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

browserpilot

Natural language browser automation

CompNeuroProject4

cpp-cheat-sheet

C++ Syntax, Data Structures, and Algorithms Cheat Sheet

DeepGenerativeModels-GANandWGAN

GAN and WGAN experiments on MNIST and CelebA (Written for ECE6254 Final Project)

DOTA_devkit

dropbox-backup-tool

tar and upload to dropbox for backup

ECMLDeepAudio

Documented code with instructions to reproduce results of paper submitted to ECML

flax

Flax is a neural network library for JAX that is designed for flexibility.

gitignore

A collection of useful .gitignore templates

hawkes

Python class for generation and parameter estimation of multivariate Hawkes processes

how-do-vits-work

(ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

learnable_fourier_positional_encoding

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding

marlin

FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.

matchbox

Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

old.saurabhdash.github.io

A beautiful Jekyll theme for academics

pysc2

StarCraft II Learning Environment

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

pytorch-MNIST-CelebA-GAN-DCGAN

Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

sahp_repo

saurabhdash.github.io

tgn

TGN: Temporal Graph Networks

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

Transformer-Hawkes-Process

Code for Transformer Hawkes Process, ICML 2020.