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Hello, I'm Pranjal Gulati.

Pranjal Gulati's Projects

connext icon connext

Repo for UVCE Codefury 2021 hackathon

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

d2l-exercises icon d2l-exercises

Solutions to the exercises in Dive into Deep Learning, in PyTorch

docarray icon docarray

🧬 The data structure for multimodal data · Neural Search · Vector Search · Document Store

fedmix icon fedmix

Unofficial implementation of the ICLR '21 paper FedMix: Approximation of Mixup under Mean Augmented Federated Learning

flower icon flower

Flower: A Friendly Federated Learning Framework

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

maze icon maze

Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

ml-interviewqs icon ml-interviewqs

This is a question bank for practicing Machine Learning for Interviews.

pystiche icon pystiche

Framework for Neural Style Transfer (NST) built upon PyTorch

reading-group icon reading-group

Discussions on papers, frameworks, blogs and ideas every Saturday.

reproduction-review-kd icon reproduction-review-kd

Reproduction of the CVPR'21 paper Distilling Knowledge via Knowledge Review for the ML Reproducibility Challenge 2021

test-website icon test-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

video-model-extraction icon video-model-extraction

Winning solution of work done on model extraction over Vision Transformers such as Video-Swin-T and MoViNeT-A2-Base on Video Action-Recognition tasks under Inter-IIT Tech Meet 10.0

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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