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.
answer-similarity-calculator
CH5019 MFDS Course Project
BT3041-Analysis-and-Interpretation-of-Biological-Data
BT3041 - Analysis and Interpretation of Biological Data
BT6270-Computational-Neuroscience
Assignments from CS5691: Computational Neuroscience (July-November 2022 Semester)
CS5691-Pattern-Recognition-and-Machine-Learning
Assignments from CS5691: Pattern Recognition and Machine Learning (July-November 2022 Semester)
Customizable-Neural-Network
Create an architecture with your own choice of layers, activations functions, and optimizers.
Document-Classification-Models
Using streaming from HuggingFace to finetune document understanding models for classification
MA5710-Mathematical-Modelling-in-Industry
Assignments from MA5710: Mathematical Modelling in Industry Course
EE5179-Deep-Learning-for-Imaging-Assignments
Assignments and Tutorials from the EE5179: Deep Learning for Imaging Course at IIT Madras
Generative_Protein_Design_Datasets
A repository highlighting and linking existing resources and datasets for generative protein modeling.
GithubIntro
A basic introduction to teaching Git and GitHub
GPT2-optimization-task
Code for Implementation and Optimization of GPT-2
MOGONET
MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.
ProteinMPNN
Code for the ProteinMPNN paper
question-answering-papers
PyTorch Description of some Question-Answering Papers
SBOL-Industrial-Summer-Program
This repo uses the issue tracker to organize Project Ideas for the SBOL Industrial Summer Program.
ColabFold
Making Protein folding accessible to all!
evodiff
Generation of protein sequences and evolutionary alignments via discrete diffusion models
HS4007-Computational-Economics-And-Public-Policy
Assignment and Project from the July-November 2022 run of HS4007: Computational Economics and Public Policy
Neural-Collapse-and-Class-Hierarchy
Showing Neural Collapse (NC) with MSE and Cross Entropy losses, and introducing class hierarchy to mitigate NC
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)
sid-betalol
Config files for my GitHub profile.