exowanderer

medium_tutorials

vaelstmpredictor

Simultaneous Classification and Regression with Variational Autoencoder and LSTM

wanderer

Exoplanet Photometric Analysis for Time Series Observations

exoMAST_API

Python wrapper for exo.mast.stsci.edu/api

awesimsoss

Advanced Webb Exposure SIMulator for SOSS

exoplanet

Fast & scalable MCMC for all your exoplanet needs!

GaussianKernelRegression

Spitzer exoplanet time series observations Gaussian kernel regression for intrapixel effects (KRData)

MachineLearningBioMassIndicators

Machine learning operations to combine multiple categories of biomass indicators from remote sensing facilities.

mlstm_fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

PandExo

A Community Tool for Transiting Exoplanet Science with the JWST & HST

svo_filters

A Python wrapper for the SVO Filter Profile Service

WikidataChat

Retrieval Augmented Generation (RAG) with for answering question with the Wikidata REST API

WikidataTextEmbedding

Convert a Wikidata Item JSON from the REST API to a list of embedded strings

arctor

A object-oriented pipeline for the HST UVIS Instrument to work with Scanning Mode Transit/Eclipse Observations

HxRGBadPixelSimulatorDetector

Simulated bad pixels from the NIR HxRG detector suite on the HST, JWST, and Roman Space Telescope. Using these simulations, notebooks here provide tools to train LSTM and Conv1D deep learning models to build Anomaly Detectors for HxRG bad pixels

skywalker

Spitzer Key Yield With All that Light Kurve Exoplanet Research

Audio-Spectrum-Analyzer-in-Python

A series of Jupyter notebooks and python files which stream audio from a microphone using pyaudio, then processes it.

Beaches_and_Mountains

Database of beaches and mountains

cvat_test

ExoplanetTSO

ExoplanetTSO: Package for optimal exoplanet & brown dwarf time series observation data analysis

exowanderer

Config files for my GitHub profile.

exowanderer.github.io

Machine Learning Astrophysicist

Flask-Plotly

Interactive Web Apps and Dashboards

flicker-noise

An implementation of the Carter & Winn (2009) formalism for fitting 1/f noise to an indexed series of measurements

howmany

Wikidata powered comparisons

oktopus

🐙: Maximum likelihood model estimation using scipy.optimize

pinknoise

Python library to evaluate and simulate pink (aka flicker)-noise

pynrc

Python ETC and Simulator for JWST NIRCam

TSML_IRAC

Code which enables users to apply a trained XGBoost model to IRAC exoplanet or brown dwarf staring mode data

WFC3-DLN-Anomaly-Detector

Use Deep Learning and Public Hubble-WFC3 data to identify 'anomalies' in Space observations (for HST and JWST)