A MLP Neural Network that trains on an exoplanet dataset.

Machine learning models and utilities for exoplanet science.

Use of various machine learning models, including Deep Learning, to classify possible exoplanets from data provided by NASA.

XGB model trainer to classify an observation as an exoplanet, candidate or false positive

This repository contains submission for the intra-college astronomy hackathon

The objective of the project is to apply deep learning techniques in finding the existence of exoplanet. This is achieved by reducing the dimension of the data, followed by generating multiple unique models, parameter tuning of models and finally validating the model.

CI Milestone-2 Project: Interactive Front-end Development

NASA Kepler Exoplanet Detection using ML: GP denoising, TLS search, CNN classification. Benchmarks: Random Forest, XGBoost (GPU), GP+CNN pipeline. Complete end-to-end pipeline with comprehensive performance analysis.

exoplanet_classifier-main

Time series Analysis and classification using LSTM and CNN

This project aims to create an engaging interactive workshop activity for secondary school students. It uses the Streamlit interface to delve into the detection and characterisation of exoplanets using simplified versions of the authentic data from current exoplanet research.

Exoplanet Night Sky Simulator (3rd Prize NASA SpaceApps)

WebApp d'analyse des Exoplanètes afin de développer un outil de ML pour déterminer si une exoplanète est habitable ou non (Projet développé dans le cadre d'un hackathon portant sur l'Espace)

ExoPlanet Data Connector for Tableau

The VSPEC Variable Star Model

Exoplanet light curve fitting tools.

Al Tool Predicting Equilibrium Temperatures Of Exoplanets (perhaps our next home) | Built By A High School Student | A Proof that Meaningful Tools Can Be Built Without Degrees or Labs

Checking for false positives in TESS exoplanets searches by centroid calculation in Difference Images from out-of-transit and in-transit fluxes

taurex-emcee: automated, parallelized atmospheric retrievals with TauREx 3.1 and the emcee sampler