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am5630_foundations_of_cfd_assignments

Assignment submission for the course Foundation of Computational Fluid Dynamics (AM5630) in the Spring 2021 Semester, under Prof. K Arul Prakash.

animal_plant_species_detection

Assignment submission for the course Fundamentals of Deep Learning (CS6910) in the Spring 2022 Semester, under Prof. Mitesh Khapra

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-research

A curated list of resources to help with computational research.

back_propagation_from_scratch

Assignment submission for the course Fundamentals of Deep Learning (CS6910) in the Spring 2022 Semester, under Prof. Mitesh Khapra

characterizing-pinns-failure-modes

Characterizing possible failure modes in physics-informed neural networks.

cs5691_prml_assignments

Assignment submission for the course Pattern Recognition and Machine Learning (CS5691) in the Spring 2021 Semester, under Prof. C Chandra Sekhar. Team mates : Reetwik Das ( CS20D402), Shubhanshu Sharma (EE20D413)

dsa_practice

end_to_end_ml_project

fifa18_data_analytics

finlatics_analyst_intern

fundamentals-of-deep-learning-cs6910-assignment-2

Assignment 2 : Convolutional Neural Networks

fundamentals-of-deep-learning-cs6910-assignment-3

Assignment 3- Machine Transliteration using RNNs and Transformers

fundamentals-of-deep-learning-cs6910-assignment1

Assignment 1 : Backpropagation

gradientpathologiespinns

indic_transliteration_model

Assignment submission for the course Fundamentals of Deep Learning (CS6910) in the Spring 2022 Semester, under Prof. Mitesh Khapra

jindalkanika.github.io

masterportfolio

🔥 The Complete Customizable Software Developer Portfolio Template which lets you showcase your work and provides each and every detail about you as Software Developer.

me7223_optimization_methods_assignments

Assignment submission for the course Optimization Methods in Mechanical Engineering (ME7223) in the Fall 2021 Semester, under Prof. Ratna kumar annabattula and Prof Shankar Krishnapillai.

nsfnets

PINN in solving Navier–Stokes equation

physics_informed_surrogate_model

pinn_cavity

Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.

pinns_pytorch

PyTorch Implementation of Physics-informed Neural Networks

project-based-learning

Curated list of project-based tutorials

sa-pinns

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

sarcasmdetection

Sarcasm detection on tweets using neural network

ship_data_building

This repository contains a python code to build datasets from ship simulations

vamsi-malineni

Config files for my GitHub profile.

work

This repo contains research work during my time at IIT Madras.