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Samiran Roy's Projects

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers.

awesome icon awesome

:sunglasses: Curated list of awesome lists

badges icon badges

:flower_playing_cards: Readme Badges – Gotta catch 'em all

carrom_rl icon carrom_rl

A Pygame+Pymunk Carrom Simulation Testbed for reinforcement learning. [CS747][ Foundations of Intelligent and Learning Agents]

code_cache icon code_cache

A cache of frequently used code in deep learning, pyspark, aws, data processing and more

dhs2019_gnn icon dhs2019_gnn

Tutorials on Graph Neural Networks for Analytics Vidhya's Data Hack Summit 2019.

dhs2023_rlhf icon dhs2023_rlhf

Bare bones implementation of RLHF to fine tune a language model - to demonstrate the key concepts

dsb2017 icon dsb2017

The solution of team 'grt123' in DSB2017

hfo icon hfo

Half Field Offense in Robocup 2D Soccer

hypertools icon hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

iitbreport icon iitbreport

LaTeX Class file and sample template for IIT Bombay Thesis/Project reports

mittens icon mittens

A fast implementation of GloVe, with optional retrofitting

nmp_qc icon nmp_qc

Neural Message Passing for Computer Vision

odsc_2019_rl icon odsc_2019_rl

Companion code for https://confengine.com/odsc-india-2019/proposal/10044/algorithms-that-learn-to-solve-tasks-by-watching-one-youtube-video

pcl icon pcl

Point Cloud Segmentation/Classification

pickle icon pickle

Crowdsourced Safety and Anti Crime

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