Pranav Mahajan's Projects
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Assignments of the course Data Science and Machine learning
Scripts for processing EEG data in context of Depression, Anxiety and Stress questionnaire
These are few of my machine learning, deep learning and reinforcement learning implementations
A component of the DiffEq ecosystem for parameter estimation
Disaster Management using Text mining.
Code for paper titled: Doing whatβs not wanted: conflict in incentives and misallocation of behavioural control can lead to drug-seeking despite adverse outcomes
Network analysis code for FAPIA study
This repo is meant to help new Git users!
Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"
Higher-order interactions toolbox
Magenta: Music and Art Generation with Machine Intelligence
This repo explains the workings of Neural ODEs and how to use them effectively
Partial reproduction of paper "A neurally plausible model learns successor representations in partially observable environments."
Supplementary materials for the Nonlinear dynamics and Chaos course
Work in progress
Minimal and Clean Reinforcement Learning Examples
Course Content for C.T.E Reinforcement Learning 2017
The code accompanying our manuscript: Balancing safety and efficiency in human decision making (https://www.biorxiv.org/content/10.1101/2024.01.23.576678v1)
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
A synchronization measures toolbox
Host repository for The Turing Way: a how to guide for reproducible data science
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
The delivery robot project
A tutorial guide to be used in the VR pain workshop practical session: https://sites.google.com/view/oxford-vr-workshop/home