Pranjal Gulati's Projects
DSG's Beginners Hypothesis 2023 (For Sophomore Recruitments)
Play chess against your terminal buddy
Repo for UVCE Codefury 2021 hackathon
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Solutions to the exercises in Dive into Deep Learning, in PyTorch
Config files for my GitHub profile.
Personal website and blog
DevRev Forge 2024
🧬 The data structure for multimodal data · Neural Search · Vector Search · Document Store
Exploring model extraction into dynamic neural networks
Unofficial implementation of the ICLR '21 paper FedMix: Approximation of Mixup under Mean Augmented Federated Learning
Flower: A Friendly Federated Learning Framework
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
My solutions to the labs and exercises of the book, Introduction to Statistical Learning
Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".
Machine learning metrics for distributed, scalable PyTorch applications.
Our submission for the Microsoft Membership Inference Competion at SaTML 2023
This is a question bank for practicing Machine Learning for Interviews.
Framework for Neural Style Transfer (NST) built upon PyTorch
Discussions on papers, frameworks, blogs and ideas every Saturday.
Reproduction of the CVPR'21 paper Distilling Knowledge via Knowledge Review for the ML Reproducibility Challenge 2021
Code that'll help you kickstart a personal website that showcases your work as a software developer.
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
This is an official implementation for "Video Swin Transformers".
Datasets, Transforms and Models specific to Computer Vision