light-curves

There are 1 repository under light-curves topic.

waqasbhatti / astrobase
Python modules for light curve work and variable star astronomy
light-curves astronomy python variable-stars
Language:Python 54
phuijse / P4J
Periodic time series analysis tools based on information theory
astronomy light-curves period-detection information-theory time-series
Language:Python 51
rodluger / planetplanet
A general photodynamical code for exoplanet light curves
exoplanets exoplanet-transits light-curves binary-stars exomoons
Language:Python 44
hse-cs / fulu
Fulu is a python library of supernova light curves approximation methods based on machine learning.
astronomy-astrophysics light-curves machine-learning supernovae neural-networks augmentation gaussian-processes python
Language:Jupyter Notebook 23
curvit
prajwel / curvit
Create light curves from UVIT data.
astronomy uvit-data ultraviolet variability python science lightcurves astrosat uvit light-curves instrument-coordinate
Language:Python 15
mavrix93 / LightCurvesClassifier
Package for machine learning of astronomical objects such as light curves
light-curves star database-connector tuning-parameters machine-learning django classification feature-extraction
Language:Python 14
LSST-sersag / pyzdcf
Python module for estimation of cross-correlation function of astronomical time-series based on the ZDCF method.
agn astronomy astrophysics light-curves python time-series
Language:Jupyter Notebook 11
oscaribv / citlalicue
Create and manipulate stellar light curves!
transits light-curves exoplanets planets
Language:Jupyter Notebook 11
cosmogrb
grburgess / cosmogrb
A cosmological GRB light curve simulator. Because, why not?
grb cosmology population-synthesis light-curves simulation fermi-science
Language:Python 10
VStar
AAVSO / VStar
VStar is a visualisation and analysis tool for variable star data brought to you by AAVSO
variable-stars period-analysis data-sources light-curves phase-plots polynomial-fits fourier-models
Language:Java 9
panoptes / panoptes-pipeline
PANOPTES Data Processing Pipeline
panoptes light-curves google-cloud astronomy
Language:Python 9
mw-xyz / Planet-Hunting-local
Programs to obtain planet parameters from phase-folded light curves from the Kepler satellite, run with QMUL
astronomy astrophysics data-science light-curve-models light-curves matplotlib-pyplot planetary-science python python3
Language:Python 5
ckm3 / Deep-LC
A Python package for general astrophysical light curve classification
astronomy astrophysics light-curves
Language:Python 4
jose-solorzano / sim-transit-lc
Maps a light curve to a transit shape.
light-curves optimization boyajian-star astronomy exoplanet-transits kic8462852 optimization-algorithms machine-learning data-science
Language:Java 4
LSST-sersag / dle
Developing deep learning engines (DLEs) for non-parametric modeling and extracting of information from active galactic nuclei (AGN) light-curves (LCs), which are directly related to the scientific objectives of the LSST Exploring transient optical sky. Developed DLEs Jupyter notebooks might be adaptable for modeling of light-curves of other objects, and will be tested on LSST Data Previews, as well as on other datasets through NOIRLab services.
jupyter-notebooks light-curves phd-students lsst
Language:Jupyter Notebook 4
phuijse / LSST_simulations
Repository with the tools and scripts for "Robust period estimation using mutual information for multi-band light curves in the synoptic survey era", ApJ, 2017
astronomy light-curves lsst
Language:Jupyter Notebook 4
niyuanqi / SNAP
SuperNova Analysis Package
psf-photometry aperture-photometry light-curves psf
Language:Python 3
waqasbhatti / lcc-server
The Light Curve Collection Server framework
light-curves astronomy variable-stars
Language:Python 3
arcunique / ExoTransit
Python package for retrieval of properties of exoplanets by model-fitting their transit light curves using MCMC with additional features such as detrending of light curves, GP regression, and continuous monitoring of the retrieval process.
exoplanets transit light-curves mcmc-sampling gp-regression detrending monitoring autocorrelation-time
Language:Jupyter Notebook 2
phuijse / MATIC
MATIC stands for Multiband Astronomical TIme-series Classifier
classification gaussian-processes irregular-sampling light-curves neural-networks time-series
Language:HTML 2
skiehl / timeseriestools
Python3 tools for time series analysis.
astrophysics data-binning light-curves outlier-detection time-series-analysis
Language:Python 2
tatigabru / kaggle-plasticc
Photometric light curves classification with machine learning
lightgbm light-curves classifiers kaggle machine-learning time-series plasticc lightgbm-classifier
Language:Python 2
TuanYi / LombScargle
This is a toolbox written in Mathematica, providing basic tools to analyse light curve data from surveys.
astronomical-surveys light-curves lomb-scargle-periodogram time-domian
Language:Mathematica 2
jamjar919 / voxsteroid
Web interface for viewing asteroid models and generating their corresponding light curves. NASA Space Apps Global Winner 2021 - "Best use of data"
asteroid light-curves react threejs blender
Language:TypeScript 1
markerenberg / PLAsTiCC
Stacked random forest ensemble for classifying astronomical light curves in the PLAsTiCC Kaggle competition.
classifier competition ensemble-learning light-curves machine-learning photometry plasticc plasticc-kaggle-competition random-forest series-data
Language:Jupyter Notebook 1
senad96 / Exoplanet-Detection
Find out if there are new planets using Deep Learning
cnn space-telescopes svc light-curves astrophysics exoplanet-detection artificial-neural-networks
Language:Python 1
sidchaini / LightCurveDistanceClassification
This repository contains all the code (in the form of Jupyter Notebooks) to reproduce the results in our paper, "Light Curve Classification with DistClassiPy: a new distance-based classifier"
astroinformatics astronomy astrostatistics light-curves machine-learning variable-stars
Language:Jupyter Notebook 1
Unsupervised-Exoplanet
SNaveenMathew / Unsupervised-Exoplanet
Unsupervised deep learning for exoplanet detection
deep-learning astronomy exoplanet-detection unsupervised-learning machine-learning anomaly-detection dashboard keras light-curves autoencoder anomalydetection
Language:Shell 1
SteveOv / debingest
POC dEB ingest pipeline for jktebop with parameter estimation by ML model.
astrophysics binary-stars light-curves machine-learning python3 scikit-learn tess proof-of-concept python
Language:Python 1
YohanAlexander / z2n-periodogram
The Z2n periodogram is used to find the period of a given time series
python astronomy time-series periodogram astrophysics light-curves data-analysis fourier-transform fourier-analysis
Language:Python 1
Buguemar / PIIC19
Public repository of our works in Exoplanet analysis with Deep Learning
convolutional-neural-networks deep-learning exoplanet-detection exoplanet-transits exoplanets light-curves lightcurves recurrent-neural-networks supervised-learning time-series-analysis unsupervised-learning variational-autoencoder
Language:Jupyter Notebook 0
gvard / lcurvemaker
Python code for working with light curves of variable stars
data-mining eclipsing-binaries stars variability-analysis astrophysics data-visualization photometry light-curves python astronomy variable-stars
Language:Python 0
arda-guler / varieye
Light curve plotter in Python - visualizes TESS, Kepler etc. data from FITS files.
astronomy space python astrophysics variable-stars light-curves exoplanets
Language:Python
NathanDuran / Exo-AL
Exoplanet Candidate Detection with Active Learning AI
active-learning classifying-stars exoplanet-candidate-detection feature-extraction kepler light-curves
Language:Java
phuijse / bokeh_light_curve_inspector
A simple pure-python web browser application using Bokeh to visualize, inspect and label periodic astronomical time series
astronomy time-series light-curves interactive bokeh
Language:Python
phuijse / spike4astro
Spike-train kernel for astronomical X-ray time series
time-series light-curves x-ray spike-trains kernel-methods
Language:Jupyter Notebook

light-curves

waqasbhatti / astrobase

phuijse / P4J

rodluger / planetplanet

hse-cs / fulu

prajwel / curvit

mavrix93 / LightCurvesClassifier

LSST-sersag / pyzdcf

oscaribv / citlalicue

grburgess / cosmogrb

AAVSO / VStar

panoptes / panoptes-pipeline

mw-xyz / Planet-Hunting-local

ckm3 / Deep-LC

jose-solorzano / sim-transit-lc

LSST-sersag / dle

phuijse / LSST_simulations

niyuanqi / SNAP

waqasbhatti / lcc-server

arcunique / ExoTransit

phuijse / MATIC

skiehl / timeseriestools

tatigabru / kaggle-plasticc

TuanYi / LombScargle

jamjar919 / voxsteroid

markerenberg / PLAsTiCC

senad96 / Exoplanet-Detection

sidchaini / LightCurveDistanceClassification

SNaveenMathew / Unsupervised-Exoplanet

SteveOv / debingest

YohanAlexander / z2n-periodogram

Buguemar / PIIC19

gvard / lcurvemaker

arda-guler / varieye

NathanDuran / Exo-AL

phuijse / bokeh_light_curve_inspector

phuijse / spike4astro