RahulSundar

speeKAR

Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface

CFDDataExtractionTools

This repository shall house the data extraction, inteprolation and other miscellaneous pre processing scripts used for (a) Data storage (b) data post processing and (c) data generation in ML work loads.

ANNS_ODES_PDES

Artificial Neural Networks are universal approximators and in this project, I aim to study the effectiveness of ANNs over traditional numerical methods to solve engineering problems. Specifically statics and dynamics of mechanical structures and non linear odes are looked into for applications. This work is based on the book by Prof Snehashish Chakraverty and Dr. Sumit Kumar Jeswal. I aim to validate their claims in the book "Applied Artificial Neural Network Methods for Engineers and Scientists" and also arrive at possible extensions to the methods discussed in the book.

Art-of-Code-A-pythonic-approach

This repository is a part of an online course taken by me for School kids to teach them the fundamental idea behind programming and computer science. This course was primarily taught using Python.

awesome-machine-learning

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

CS6910-DeepLearningFundamentals

This repository contains my assignment submissions including datasets, code, documentation and results.

DeepLearningTutorial

Tutorial on a number of topics in Deep Learning

DL-From-Scratch

As a learning exercise I reolved to build a simple Feed Forward Neural network from scratch.

dlaicourse

Notebooks for learning deep learning

Things-a-scientist-is-suppposed-to-know

RahulSundar/InnoGuideGPT

RahulSundar/allGPT

It has everything and anything needed to talk to files using LLMs

RahulSundar/awesome-competitive-programming

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

RahulSundar/Awesome-LLM-Compression

Awesome LLM compression research papers and tools.

RahulSundar/ChatBotProject

A standard repository covering basic to advanced RAG pipelines using both Llama-Index and and Langchain.

RahulSundar/ChatBotProject_BhoomiNestham2.0

RahulSundar/DeepReinforcementLearning_RayleighBenard2D_Control

Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.

RahulSundar/devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

RahulSundar/DN_PINN

Implementaion of Dynamically Normalized Physics-Informed Neural Networks in TensorFlow

RahulSundar/freeGPT

A free version of Generative AI powered package which augments search based on documents

RahulSundar/gorilla

Gorilla: An API store for LLMs

RahulSundar/grok

RahulSundar/jaxpi

RahulSundar/LangChain-for-LLM-Application-Development

Apply LLMs to your data, build personal assistants, and expand your use of LLMs with agents, chains, and memories.

RahulSundar/LDNets_Updates

RahulSundar/mimicgen_environments

This code corresponds to simulation environments used as part of the MimicGen project.

RahulSundar/odil-trials

RahulSundar/Optimus

This code corresponds to transformer training and evaluation code used as part of the OPTIMUS project.

RahulSundar/PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

RahulSundar/PhyLSTM

We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.

RahulSundar/PI-VAE

implementation of physics-informed variational auto-encoder

RahulSundar/poseidon

Code for the paper "Poseidon: Efficient Foundation Models for PDEs"

RahulSundar/PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

RahulSundar/RAG-and-Fine-Tuning

A Tutorial on RAG and Fine-Tuning LLMs

RahulSundar/rag-ebook

A Practical Approach to Retrieval Augmented Generation (RAG) Systems - Ebook

RahulSundar/RahulSundar

RahulSundar/Spatio-Temporal-Learning-of-Turbulent-Flows

Autoregressive Transformers for Data-Driven Spatio-Temporal Learning of Turbulent Flows

RahulSundar/st-moe-pytorch

Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch

RahulSundar/streamlit-stt-app

Real time web based Speech-to-Text app with Streamlit

RahulSundar/VIMA

Official Algorithm Implementation of ICML'23 Paper "VIMA: General Robot Manipulation with Multimodal Prompts"