Siddharth Betala's Projects
Code and report used for the AmEx Campus Challenge to predict credit card default among customers. Placed among the Top 10 in the competition.
CH5019 MFDS Course Project
BT3041 - Analysis and Interpretation of Biological Data
Assignments from CS5691: Computational Neuroscience (July-November 2022 Semester)
Making Protein folding accessible to all!
Assignments from CS5691: Pattern Recognition and Machine Learning (July-November 2022 Semester)
Create an architecture with your own choice of layers, activations functions, and optimizers.
Using streaming from HuggingFace to finetune document understanding models for classification
Assignments and Tutorials from the EE5179: Deep Learning for Imaging Course at IIT Madras
Generation of protein sequences and evolutionary alignments via discrete diffusion models
A repository highlighting and linking existing resources and datasets for generative protein modeling.
A basic introduction to teaching Git and GitHub
Code for Implementation and Optimization of GPT-2
Assignment and Project from the July-November 2022 run of HS4007: Computational Economics and Public Policy
Assignments from MA5710: Mathematical Modelling in Industry Course
MOGONET (Multi-Omics Graph cOnvolutional NETworks) is a novel multi-omics data integrative analysis framework for classification tasks in biomedical applications.
Showing Neural Collapse (NC) with MSE and Cross Entropy losses, and introducing class hierarchy to mitigate NC
Code for the ProteinMPNN paper
Benchmarking framework for protein representation learning. Includes a large number of pre-training and downstream task datasets, models and training/task utilities. (ICLR 2024)
PyTorch Description of some Question-Answering Papers
This repo uses the issue tracker to organize Project Ideas for the SBOL Industrial Summer Program.
Config files for my GitHub profile.