basusourya

mirostat

Code for the paper-"Mirostat: A Perplexity-Controlled Neural Text Decoding Algorithm" (https://arxiv.org/abs/2007.14966).

lambda_equitune

Code for "Efficient Equivariant Transfer Learning from Pretrained Models", NeurIPS 2023

autoequivariant_networks

PC-game-based-on-Deep-Q-learning

adaptive-span

Transformer training code for sequential tasks

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

basusourya.github.io

basusourya.github.io-master

Home Page

C-PAC

Configurable Pipeline for the Analysis of Connectomes

DeepLearnToolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

DNN

This repository contains the code used in the experiments of the paper, "Universal and Succinct Source Coding of Deep Neural Networks"

DNN_Invariance

DNN_old

Codes for the paper Succinct and Universal DNN

g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

GrouPy

Group Equivariant Convolutional Neural Networks

pytorch-gconv-experiments

Experiments with Group Equivariant Convolutions in PyTorch

sonnet

TensorFlow-based neural network library

Succinct-DNN

Codes for Universal and succinct source coding of deep neural networks

Text_Compression

Universal-DNN-Compression