Implementation for the working paper: Symmetry-Constrained Causal Partial Identification

A place to dump my study notes.

A Gymnasium wrapper for DeepRacer

Implementation for the NeurIPS 2025 paper: An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation

Python implementation of the CopSens method for causal sensitivity analysis

Project for CS8803 DRL team 23

Useful ML notes

Convex Optimization (class deliverables & assignments)

LIDAR based Obstacle Avoidance with Reinforcement Learning

Pre-built Blender 2.79 as a python 3.5 module bpy.

Semantic Segmentation with reduced fully convolutional networks for higher latency and lower memory requirement.

Information Retrieval in High Dimensional Data (class deliverables)

Hardware implementation of IDEA algorithm on the Spartan-3E FPGA.

An inexpensive time-series analysis of ECG for early MI detection.

Design & simulation of a stepped impedance microstrip low-pass filter.

My assignments for the cs470 Machine Learning course.

Performance Analysis of Multi-Tier Hybrid Networks

Simulation of a Brushless DC Motor

Implementing C++ to make an invoice management system on the terminal window by implementing concepts of OOP and file IO.

This project of data structures and algorithms covers the basic implementation of Bayesian Networks, which are in turn the building blocks of automated reasoning systems. This report aims to explor…