Jonathan Fraine

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

medium_tutorials. Jupyter Notebook

vaelstmpredictor. Simultaneous Classification and Regression with Variational Autoencoder and LSTM

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

Fitting-Exoplanet-Transits. Tutorial for Fitting Nominal Exoplanet Light Curves with BATMAN

wanderer. Exoplanet Photometric Analysis for Time Series Observations

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

nonlinear-least-squares-with-autograd-and-lmfit. Using Autograd with LMFIT to use nonlinear least squares for examples

DeepLearning_Exoplanet_Transmission_Spectra. Using deep learning with tables of exoplanet spectra to rapidly generate new exoplanet spectra for Bayesian calculations

celerite. Scalable 1D Gaussian Processes in C++, Python, and Julia

mlstm_fcn. Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Exoplanets_TransitModel_Fitting. Exoplanet atmospheric retrievals workshop tools

platon. Fast exoplanet transmission spectrum calculator

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

POET. POET pipeline for reduction of Spitzer data

exoplanet. Fast & scalable MCMC for all your exoplanet needs!

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

noise-simulator. Codes to simulate ARMA(p,q) and/or 1/f noise

PyBOD. Bayesian Object Detection using PyMultiNest

awesimsoss. Advanced Webb Exposure SIMulator for SOSS

PandExo_HST. A community tool for transiting exoplanet science with JWST & HST

ExoCTK. The Exoplanet Characterization Tool Kit

Practical-Machine-Learning. Jupyter Notebooks Following Sentdex (pythonprogramming.net) Practical Machine Learning Video Library

tso_sims. TSO Simulations for JWST NIRCam data

nircam_calib. A collection of software for creating NIRCam reference files, pipeline testing, etc.

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

svo_filters. A Python wrapper for the SVO Filter Profile Service

least_asymmetry. This code is to find the center of a distribution of light in an image using the least asymmetry method. The code also contains center of light and fitting a Gaussian routines as well. All functions are designed to take optional weights

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