DevPranjal
Senior @ IIT Roorkee. Exploring intelligence, artificial and otherwise.
@microsoft @dsgiitrHyderabad
Pinned Repositories
beginners-hypothesis-2023
DSG's Beginners Hypothesis 2023 (For Sophomore Recruitments)
chess-for-nerds
Play chess against your terminal buddy
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
Solutions to the exercises in Dive into Deep Learning, in PyTorch
DevPranjal
Config files for my GitHub profile.
DevPranjal.github.io
Personal website and blog
exploring-dynamic-stealing
Exploring model extraction into dynamic neural networks
fedmix
Unofficial implementation of the ICLR '21 paper FedMix: Approximation of Mixup under Mean Augmented Federated Learning
mico-first-principles
Our submission for the Microsoft Membership Inference Competion at SaTML 2023
reproduction-review-kd
Reproduction of the CVPR'21 paper Distilling Knowledge via Knowledge Review for the ML Reproducibility Challenge 2021
DevPranjal's Repositories
DevPranjal/mico-first-principles
Our submission for the Microsoft Membership Inference Competion at SaTML 2023
DevPranjal/reproduction-review-kd
Reproduction of the CVPR'21 paper Distilling Knowledge via Knowledge Review for the ML Reproducibility Challenge 2021
DevPranjal/chess-for-nerds
Play chess against your terminal buddy
DevPranjal/D2L-Exercises
Solutions to the exercises in Dive into Deep Learning, in PyTorch
DevPranjal/exploring-dynamic-stealing
Exploring model extraction into dynamic neural networks
DevPranjal/DevPranjal
Config files for my GitHub profile.
DevPranjal/DevPranjal.github.io
Personal website and blog
DevPranjal/beginners-hypothesis-2023
DSG's Beginners Hypothesis 2023 (For Sophomore Recruitments)
DevPranjal/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.
DevPranjal/fedmix
Unofficial implementation of the ICLR '21 paper FedMix: Approximation of Mixup under Mean Augmented Federated Learning
DevPranjal/ISLR-Labs-and-Exercises
My solutions to the labs and exercises of the book, Introduction to Statistical Learning
DevPranjal/metrics
Machine learning metrics for distributed, scalable PyTorch applications.
DevPranjal/ML-InterviewQs
This is a question bank for practicing Machine Learning for Interviews.
DevPranjal/pystiche
Framework for Neural Style Transfer (NST) built upon PyTorch
DevPranjal/reading-group
Discussions on papers, frameworks, blogs and ideas every Saturday.
DevPranjal/vision
Datasets, Transforms and Models specific to Computer Vision
DevPranjal/connext
Repo for UVCE Codefury 2021 hackathon
DevPranjal/ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
DevPranjal/MAZE
Implementation of the paper "MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation".
DevPranjal/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
DevPranjal/Video-Swin-Transformer
This is an official implementation for "Video Swin Transformers".
DevPranjal/devrev-forge
DevRev Forge 2024
DevPranjal/docarray
🧬 The data structure for multimodal data · Neural Search · Vector Search · Document Store
DevPranjal/flower
Flower: A Friendly Federated Learning Framework
DevPranjal/test-website
Code that'll help you kickstart a personal website that showcases your work as a software developer.