vipul2001

covid19india-react

Tracking the impact of COVID-19 in India

pyradiomics

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

POMDPs.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

pytket

User manual and example notebooks for the pytket quantum SDK

molecularGNN_smiles

The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.

DeepDTA

CVPR19_Incremental_Learning

Learning a Unified Classifier Incrementally via Rebalancing

class-incremental-learning

DeepCFD

DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks

CPI_prediction

This is a code for compound-protein interaction (CPI) prediction based on a graph neural network (GNN) for compounds and a convolutional neural network (CNN) for proteins.

Videoclassification

Crime detection in cctv footage using deep learning

Contractive_Autoencoder_in_Pytorch

Pytorch implementation of contractive autoencoder on MNIST dataset

talks

Talks at PyData Delhi Meetups

Machine-Learning-for-Grain-Assaying

This project aims at creating mobile based solutions for scientific grading/assaying of food grains. Aim is to be used in e-National Agriculture Market (NAM)

BOSCH-MODEL-EXTRACTION-ATTACK-FOR-VIDEO-CLASSIFICATION

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

Wheat-quality-detector-2

Wheat classification based on the provided dataset

Crime-detect

Crime and aggression detection for HackAndRoll2019

LinQu.jl

Julia library for quantum circuit simulation using tensor networks

BOSCH-TRAFFIC-SIGN-RECOGNITION

Modern-CNNs-Implementation

AlexNet , VGG Blocks , Network In Network (NIN),GoogleNet,ResNet,DenseNet Using Pytorch

bertsekas-marl

PyTorch Implementation of the Sequential Multiagent Rollout algorithm

ML-Reproducibility-2020-DUQ

DroneSurveillance.jl

Implementation of a drone surveillance problem with POMDPs.jl

Adversarial_CapsNet_Pytorch

Adversarial Attack Training on CapsuleNet and Comparison of results with that of CNNs. (Work in Progress)

F-VQE

F-VQEs (https://arxiv.org/pdf/2106.10055.pdf)

discae

GenZoo

A repository providing implementations of generative models in various frameworks.

Learning-Git

reading-group

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

vipul2001