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1. taxi-forecast taxi-forecast Public

   Forecast NYC taxi activity with deep learning. We compare the performances of models based on MLPs, RNNs, LSTMs, GNNs, and ARIMAX. Additionally, our code provides users with an easy-to-use pipeline…

   Jupyter Notebook 2

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 5

4. sparse-tinygp sparse-tinygp Public

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

   Jupyter Notebook 2

5. dmbinaries dmbinaries Public

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

   Jupyter Notebook 1

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 1