surtantheta

Analyzing-Weight-Initialization-in-Neural-Networks

In this project we will study the impact of various weight initializations in neural networks on MNIST dataset.

Bank_Marketing_Dataset_Machine_Learning_Project

"Bank Marketing Data Set" from the UCI Machine Learning Repository

CodeBERT-Implementation

Implementation of Natural Language Code Search in the project CodeBERT.

Few_Shot_Antibody_Design

Designing antibodies from partial antigen information

Movie_recommendation_Apache_PySPark

Build a movie recommendation using collaborative filtering on Apache PySpark

Multiclass-MedSAM

Extending 'MedSAM: Segment Anything in Medical Images' for multiple classes

PixelD2RealD

Calculating real-life distance between 2 human bounding boxes from 2D frames

PNODE-FSS

Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs

Predicting-Sales-Using-Machine-Learning-Model

Machine Learning Challenge Predict Selling Price

Relational-GCN

Applying Relational-GCN for heterogenous datasets like Amazon, IMDB, DBLP, ACM.

surtantheta/CodeBERT-Implementation

Implementation of Natural Language Code Search in the project CodeBERT.

surtantheta/Multiclass-MedSAM

Extending 'MedSAM: Segment Anything in Medical Images' for multiple classes

surtantheta/PixelD2RealD

Calculating real-life distance between 2 human bounding boxes from 2D frames

surtantheta/Relational-GCN

Applying Relational-GCN for heterogenous datasets like Amazon, IMDB, DBLP, ACM.

surtantheta/Analyzing-Weight-Initialization-in-Neural-Networks

In this project we will study the impact of various weight initializations in neural networks on MNIST dataset.

surtantheta/Few_Shot_Antibody_Design

Designing antibodies from partial antigen information

surtantheta/Movie_recommendation_Apache_PySPark

Build a movie recommendation using collaborative filtering on Apache PySpark

surtantheta/Predicting-Sales-Using-Machine-Learning-Model

Machine Learning Challenge Predict Selling Price

surtantheta/Santander-Customer-Transaction-Prediction

We perform EDA and implement various ML models to predict customer transaction in Kaggle competition Santander Customer Transaction

surtantheta/Bank_Marketing_Dataset_Machine_Learning_Project

"Bank Marketing Data Set" from the UCI Machine Learning Repository

surtantheta/Bayesian-Optimization

Bayesian Optimization on Sign Language Digits Dataset

surtantheta/Diabetic-Retinopathy-Detection

We aim to create an automated analysis system capable of classifying each retinal image to one of the classes (normal, mild, moderate, severe and proliferative), corresponding to the severity of the disease.

surtantheta/PNODE-FSS

Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs

surtantheta/Cat_Boost_Regressor-and-Classifier

surtantheta/CC2Vec

surtantheta/CGLB

surtantheta/Computer-Vision-Assignments

My solutions to assignments of the course computer vision taken at Chennai Mathematical Institute

surtantheta/Knight_Tour

surtantheta/MathyB_Dataset

Accepted in 6th International Conference on Data Science & Management of Data (CODS-COMAD 2023)

surtantheta/Multilingual-abuse-detetection

Multilingual Abusive Comment Detection is an innovative new challenge towards combating abusive comments on Moj, one of India's largest short-video apps in multiple regional languages.

surtantheta/NLP-Assignments

My solutions to assignments of the course natural language processing taken at Chennai Mathematical Institute

surtantheta/R-PNODE

[TMI'22] Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs

surtantheta/surtantheta.github.io

My website