rahulvigneswaran/Machine-Learning-Resources

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rahulvigneswaran/Machine-Learning-Resources

rahulvigneswaran

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Resource to get started with machine learning

Lottery-Ticket-Hypothesis-in-Pytorch

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

Intrusion-Detection-Systems

This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".

TailCalibX

Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi

Jupyter Notebook

Class-Balanced-Distillation-for-Long-Tailed-Visual-Recognition.pytorch

Un-offical PyTorch Implementation of "Class-Balanced Distillation for Long-Tailed Visual Recognition" paper.

longtail-buzz

🐝 Explore Trending Long-Tail Papers at CVPR and ICCV

tsne-plotter

This is Matlab script for plotting 2 Dimensional and 3 Dimensional t-Distributed Stochastic Neighbor Embedding (t-SNE).

Dynamic-Mode-Decomposition-based-feature-for-Image-Classification

This repo consists of all the codes and dataset of the research paper, "Dynamic Mode Decomposition based feature for Image Classification".

Data-Driven-Computing-in-Elasticity-via-Chebyshev-Approximation

This is the repo of the research paper, "Data-driven computing in elasticity via Chebyshev Approximation".

CourseWork-CSE-MS-IITH-2023-2025

Contains everything that I did as part of my course work at IIT Hyderabad as a CSE Masters student

Jupyter Notebook

blog

rahulvigneswaran.github.io_old

Weird-Deep-Learning-Metrics

📚 A collection of all the Deep Learning Metrics that I came across which are not accuracy/loss.

sharplot

temp

rahulvigneswaran1.github.io

sample.github.io

100DaysOfDeepLearning

Jupyter Notebook

Convex-Optimization-Learning-Materials

This repo is created for during the learning of Convex Optimization

Jupyter Notebook

single-layer-perceptron

Long-tail-multiple-experts

Collection of papers that use multiple experts to solve long tail classification.