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Swarnadeep's Projects

adarank icon adarank

Python implementation of the AdaRank algorithm

bigjson icon bigjson

Python library that reads JSON files of any size.

birds icon birds

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.

coqa_analysis icon coqa_analysis

This Repo Contains the code to analyse the COQA dataset and generate synthetic questions

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

easy-to-hard icon easy-to-hard

Official repository for the paper "Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks"

facial-expression-recognition.pytorch icon facial-expression-recognition.pytorch

A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

k-bert icon k-bert

Source code of K-BERT (AAAI2020)

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

ml19-20w icon ml19-20w

CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-winter offering

mlwithpytorch icon mlwithpytorch

Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

negation icon negation

Contains Score Calculation Code for our ACL submission 2024

nlp icon nlp

This repository contains all the codes for the assignments I had during my course

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

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