My implementation of Machine Learning and Deep Learning papers from scratch.

This code is the implementation of the research paper: Statistical change detection for multi-dimensional data. Xiuyao Song, Mingxi Wu, Christopher Jermaine, and Sanjay Ranka. 2007 In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining. Association for Computing Machinery,New York,NY,USA,667–676.

This code is the implementation of the research paper: New insights on integer programming models for the kidney exchange problem. Miguel Constantino, Xenia Klimentova, Ana Viana, and Abdur Rais (Constantino et al). European Journal of Operational Research, 231(1):57–68, 2013. Integer programs in the paper are solved using glpk solver in python.

This repository contains the implementation of the Self Meta Pseudo Labels (SMPL) method for semi-supervised learning

This repository belongs to the paper "Reliability and Latency Analysis for Wireless Communication Systems with a Secret-Key Budget" (K.-L. Besser, R. F. Schaefer, H. V. Poor, IEEE Transactions on Communications, vol. 72, no. 2, pp. 1033-1044, Feb. 2024).

This repository is accompanying the paper "Frequency Diversity for Ultra-Reliable and Secure Communications in Sub-THz Two-Ray Scenarios" (Karl-L. Besser, Eduard Jorswieck, and Justin Coon, IEEE ICC 2023. doi:10.1109/ICC45041.2023.10279098).

Deep Learning paper implementations code that I work on while I wait for my Coffee while its brewing 😔

My implementation of the paper "Feature engineering strategies for credit card fraud detection"

Research on Material Science using Neural Networks black box approach

Implementation of semi and self supervised learning on Imbalanced Dataset

A collection of research paper implementations in PyTorch

Minimum Hitting Set solver described in my master thesis and a subsequent research paper

Best B.tech Final Year Project "Design and Analysis of Cryptographic Technique for Communication System"

This repository is accompanying the paper "Multi-User Frequency Assignment for Ultra-Reliable mmWave Two-Ray Channels" (WiOpt 2022, DOI:10.23919/WiOpt56218.2022.9930571)

This repository is accompanying the papers "Artificial Fast Fading from Reconfigurable Surfaces Enables Ultra-Reliable Communications" (SPAWC 2021), "RIS-Assisted Statistical Channel Shaping for Ultra-High Reliability" (WSA 2021), and "Reconfigurable Intelligent Surface Phase Hopping for Ultra-Reliable Communications" (TWC, DOI:10.1109/TWC.2022.…

Data in the social networking services is increasing day by day. So, there is heavy requirement to study the highly dynamic behavior of the users towards these services. The task here is to estimate the comment count that a post is expected to receive in next few(H) hours. Data has been scraped from one of the most popular social networking site…

Unofficial JAX implementations of deep learning research papers

Using NeRF we can convert 2d images into 3d.

Research paper Implementation: Natural-based underwater image color enhancement through fusion of swarm-intelligence algorithm