Siddharth Betala (sid-betalol)

sid-betalol

Geek Repo

Company:Indian Institute of Technology Madras

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Siddharth Betala's repositories

AmEx-Credit-Card-Default-Prediction

Code and report used for the AmEx Campus Challenge to predict credit card default among customers. Placed among the Top 10 in the competition.

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answer-similarity-calculator

CH5019 MFDS Course Project

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BT3041-Analysis-and-Interpretation-of-Biological-Data

BT3041 - Analysis and Interpretation of Biological Data

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BT6270-Computational-Neuroscience

Assignments from CS5691: Computational Neuroscience (July-November 2022 Semester)

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CS5691-Pattern-Recognition-and-Machine-Learning

Assignments from CS5691: Pattern Recognition and Machine Learning (July-November 2022 Semester)

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Customizable-Neural-Network

Create an architecture with your own choice of layers, activations functions, and optimizers.

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Document-Classification-Models

Using streaming from HuggingFace to finetune document understanding models for classification

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MA5710-Mathematical-Modelling-in-Industry

Assignments from MA5710: Mathematical Modelling in Industry Course

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EE5179-Deep-Learning-for-Imaging-Assignments

Assignments and Tutorials from the EE5179: Deep Learning for Imaging Course at IIT Madras

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Generative_Protein_Design_Datasets

A repository highlighting and linking existing resources and datasets for generative protein modeling.

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GithubIntro

A basic introduction to teaching Git and GitHub

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GPT2-optimization-task

Code for Implementation and Optimization of GPT-2

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MOGONET

MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.

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ProteinMPNN

Code for the ProteinMPNN paper

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question-answering-papers

PyTorch Description of some Question-Answering Papers

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SBOL-Industrial-Summer-Program

This repo uses the issue tracker to organize Project Ideas for the SBOL Industrial Summer Program.

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ColabFold

Making Protein folding accessible to all!

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evodiff

Generation of protein sequences and evolutionary alignments via discrete diffusion models

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HS4007-Computational-Economics-And-Public-Policy

Assignment and Project from the July-November 2022 run of HS4007: Computational Economics and Public Policy

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Neural-Collapse-and-Class-Hierarchy

Showing Neural Collapse (NC) with MSE and Cross Entropy losses, and introducing class hierarchy to mitigate NC

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ProteinWorkshop

Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities. (ICLR 2024)

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sid-betalol

Config files for my GitHub profile.

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