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1. COVID19-Time-Series-Forecast COVID19-Time-Series-Forecast Public

   Machine Learning for predicting trends in the number of COVID-19 cases. https://ieeexplore.ieee.org/document/9311968.

   Jupyter Notebook 1 1

2. MLP-Estimating-Exoplanet-Parameters MLP-Estimating-Exoplanet-Parameters Public

   Resources for using a Multi-Layer Perceptron (MLP) trained on albedo spectra to estimate properties of exoplanets. walkthrough: https://youtu.be/OsnO7RKGaeQ DOI: https://doi.org/10.1088/1538-3873/a…

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3. GCN-Layer GCN-Layer Public

   Lean and Mean implementation of a Graph Convolutional Network layer in Keras / TensorFlow. GCN paper: https://arxiv.org/pdf/1609.02907.pdf

4. DJI_tello_drone DJI_tello_drone Public

   BARE-BONES code to establish connection with DJI tello drone, send commands, and receive live video. Note, you should run some try/exception lines incase a packet gets missed with socket connection…

   Python

5. Hyperopt-Barebones Hyperopt-Barebones Public

   Barebones examples of using Hyperopt, http://hyperopt.github.io/hyperopt/, to do a hyperparameter grid search on a simple decision tree trained on an sklearn toy dataset.

   OpenEdge ABL

6. Optimization_Methods Optimization_Methods Public

   python code for line search, trust region, BFGS, and others

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