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Saurabh Dash's Projects

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

deeplearning-essentials icon deeplearning-essentials

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

ecmldeepaudio icon ecmldeepaudio

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

flax icon flax

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

gitignore icon gitignore

A collection of useful .gitignore templates

hawkes icon hawkes

Python class for generation and parameter estimation of multivariate Hawkes processes

how-do-vits-work icon how-do-vits-work

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

marlin icon marlin

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

matchbox icon matchbox

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

pysc2 icon pysc2

StarCraft II Learning Environment

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