exoplanet-detection

There are 1 repository under exoplanet-detection topic.

• Pr0-C0der / Exoplanet-Detection-using-CNN

  The project aims to leverage machine learning techniques to analyse the flux data and accurately classify stars as either exoplanet-hosting or non-exoplanet-hosting. By training a model on the provided dataset, we seek to uncover patterns and features indicative of exoplanet presence, enabling the model to make predictions on unseen data.

  cnncnn-kerasdeeplearningexoplanet-detectionjupyter-notebookkeplermachine-learningnasapython
  Language:Jupyter Notebook 6
• exoplanet-detection-keplar-telescope-data

  abhishek-x / exoplanet-detection-keplar-telescope-data

  Predicting potential exoplanets in star systems using light intensity curves data derived from observations made by the NASA Kepler space telescope.

  data-preprocessingdeep-learningexoplanetexoplanet-analysisexoplanet-classificationexoplanet-detectionexoplanet-transitsexoplanetsexploratory-data-analysisexploratory-data-visualizationskeplar-exo-planetmachine-learning-algorithmsnasa
  Language:Jupyter Notebook 5

• markusbonse / applefy

  A Python package for calculating detection limits for exoplanet high contrast imaging (HCI) datasets.

  bootstrapdirect-imagingexoplanet-detectionexoplanetshigh-contrast-imagingpython
  Language:Python 5
• tide

  lwelzel / tide

  Direct Exoplanet Imaging with Tensor Decompositions

  direct-imagingexoplanetshigh-contrast-imagingtensor-decompositionpsf-modelingexoplanet-detection
  Language:Python 3

• robinlau1981 / MarginalLikelihoodEstimator

  Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.

  annealed-importance-samplingbayesian-methodsexoplanet-detectionexpectation-maximization-algorithmimportance-samplingmixture-modelmodel-selectionstudent-s-t-distribution
  Language:MATLAB 3

• senad96 / Exoplanet-Detection

  Find out if there are new planets using Deep Learning

  cnnspace-telescopessvclight-curvesastrophysicsexoplanet-detectionartificial-neural-networks
  Language:Python 3

• timothygebhard / hsr4hci

  Half-Sibling Regression for High-Contrast Imaging

  high-contrast-imagingexoplanetsexoplanet-detectionexoplanet-imagingdirect-imaginghalf-sibling-regressionpython
  Language:Python 3

• cleber-si / Buscando-Exoplanetas-com-IA

  Algoritmos para o tratamento de curvas de luz, treinamento e utilização de modelos de Machine Learning para a detecção automatizada de exoplanetas.

  exoplanetexoplanet-detectionmachine-learningmachine-learning-algorithms
  Language:Shell 2

• dcf21 / plato-wp36-v1

  PLATO WP36 Exoplanet Analysis System transit detection pipeline (version 1)

  astronomyexoplanet-detectionexoplanets
  Language:Python 2

• robkavanagh / maser

  The MASER (Magnetically interActing Stars and Exoplanets in the Radio) code developed by Kavanagh & Vedantham (2023).

  exoplanet-detectionexoplanetsmagnetismradio-astronomy
  Language:Python 2

• thomazach / POCS-moxa-build

  PANOTPES Observatory Control Software for a telescope build using a moxa UC-8112A-ME series arm processor.

  astronomycommunity-sciencepanoptespythonexoplanet-detectiontelescopesmoxaopen-sourceopen-source-communityopen-source-project
  Language:Python 2

• adityagupta1089 / exoplanet-detection

  Code for participation in IIT Kharagpur 2018 inter-iit tech meet competition on exoplanet detection with time-series analysis.

  time-series-forecastingexoplanet-detection
  Language:Python 1

• JakobLS / Exoplanets-DeepLearning

  Master’s Thesis. Predicting stellar parameters to detect nearby exoplanets using a deep learning approach on billions of data points.

  deep-learningexoplanet-detectionimage-processingkeras-tensorflow
  1

• maxecharles / toliman-phd

  A culmination of the tasks I will be undertaking as part of a PhD project around the TOLIMAN mission.

  dluxexoplanet-detectioninterferometryjax
  Language:Jupyter Notebook 1
• Unsupervised-Exoplanet

  SNaveenMathew / Unsupervised-Exoplanet

  Unsupervised deep learning for exoplanet detection

  anomaly-detectionanomalydetectionastronomyautoencoderdashboarddeep-learningexoplanet-detectionkeraslight-curvesmachine-learningunsupervised-learning
  Language:Shell 1

• Buguemar / PIIC19

  Public repository of our works in Exoplanet analysis with Deep Learning

  convolutional-neural-networksdeep-learningexoplanet-detectionexoplanet-transitsexoplanetslight-curveslightcurvesrecurrent-neural-networkssupervised-learningtime-series-analysisunsupervised-learningvariational-autoencoder
  Language:Jupyter Notebook 0

• fmenat / ExoplanetDetection

  Public Repository for Exoplanet Detection with Classical Machine Learning Approaches

  classical-machine-learningexoplanet-detectionfeature-extractionmachine-learning
  Language:Jupyter Notebook 0

• francesca025 / Astrobiology

  Coursework written for: Computational Astrobiology, MASS course offered at the University of Belgrade

  astrobiologyexoplanet-detectionexoplanetslifesimmachine-learningmachine-learning-algorithms
  Language:Jupyter Notebook 0

• francesca025 / EXOPLANETS_ML

  Coursework written for: Computational Astrobiology (Tutorials 3 & 4), MASS course offered at the University of Belgrade

  artifical-nastrobiologyexoplanet-detectionexoplanetslifesimmachine-learning
  Language:Jupyter Notebook 0

• Ishmeet7 / Taygete_Submission

  This repository contains submission for the intra-college astronomy hackathon

  astronomyexoplanetexoplanet-detectionexoplanet-transitsexoplanetslightkurvepython
  Language:Jupyter Notebook 0

• jpl-jengelke / EXOTIC-bundles

  Installation bundles for EXOTIC (https://github.com/rzellem/EXOTIC)

  astronomyexoplanet-detectionexoplanet-transitsexoplanetsexotic
  0
• Exo-Transit-Regression

  wittyicon29 / Exo-Transit-Regression

  Looking for exoplanets? Look no further! This MATLAB code is your ticket to finding those elusive transits. With just a few lines of code, you'll be detecting exoplanets.

  exoplanet-detectionexoplanet-transitsmatlabmatlab-machine-learningmatlab-toolboxregression-models
  Language:Python 0

• YuvrajVamp7K / Planet-Finder

  PlanetFinder is a Python-based tool designed for the detection and analysis of exoplanets using light curve data from the TESS mission. Leveraging the Lightkurve library, it allows users to search for, visualize, and analyze potential exoplanet transits, making it an ideal resource for both citizen scientists and professional astronomers.

  blsexoplanet-detectionlightcurvelightkurveperiodogramplanetstartesstransitphotometery
  Language:Jupyter Notebook 0