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Pranav Mahajan's Projects

aima-pseudocode icon aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

dass21 icon dass21

Scripts for processing EEG data in context of Depression, Anxiety and Stress questionnaire

drug_rewards_hrl icon drug_rewards_hrl

Code for paper titled: Doing what’s not wanted: conflict in incentives and misallocation of behavioural control can lead to drug-seeking despite adverse outcomes

glow icon glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

neural-ode icon neural-ode

This repo explains the workings of Neural ODEs and how to use them effectively

neurips-repro icon neurips-repro

Partial reproduction of paper "A neurally plausible model learns successor representations in partially observable environments."

nldc2020 icon nldc2020

Supplementary materials for the Nonlinear dynamics and Chaos course

rl2017 icon rl2017

Course Content for C.T.E Reinforcement Learning 2017

safety-efficiency-trade-off icon safety-efficiency-trade-off

The code accompanying our manuscript: Balancing safety and efficiency in human decision making (https://www.biorxiv.org/content/10.1101/2024.01.23.576678v1)

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

the-turing-way icon the-turing-way

Host repository for The Turing Way: a how to guide for reproducible data science

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

vrpainexptguide icon vrpainexptguide

A tutorial guide to be used in the VR pain workshop practical session: https://sites.google.com/view/oxford-vr-workshop/home

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