Pinned

1. dmbinaries dmbinaries Public

   Code used to constrain dark matter substructure in the solar neighborhood with Gaia eDR3 wide binaries.

   Jupyter Notebook

2. lobbying-market lobbying-market Public

   A study of the possible relationship between company lobbying activity and company stock price movement.

   Jupyter Notebook 1

3. derivative-tinygp derivative-tinygp Public

   Summary notebooks using derivative gaussian processes with tinygp. We implement a 2D derivative gaussian process and successfully use derivatives to regularize SVI fits with a gaussian process model..

   Jupyter Notebook 4

4. sparse-tinygp sparse-tinygp Public

   Bayesian inference using sparse gaussian processes from tinygp. Examples include 1D and 2D implementation.

   Jupyter Notebook 2

5. svi-dist-fit svi-dist-fit Public

   Novel technique to fit a target distribution with a class of distributions using SVI (via NumPyro). Unlike standard SVI, our "data" is a distribution rather than a finite collection of samples.

   Jupyter Notebook

6. allsky-point-source-detection allsky-point-source-detection Public

   This repo provides code for detecting point sources on a sphere (i.e., the sky) by applying the continuous wavelet transform on raw count data. We use this tool to detect faint gamma-ray point sour…

   Jupyter Notebook