Pinned Repositories
COVID19-Time-Series-Forecast
Machine Learning for predicting trends in the number of COVID-19 cases. https://ieeexplore.ieee.org/document/9311968.
DJI_tello_drone
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, however I omitted to keep the code down to the bare minimum.
GCN-Layer
Lean and Mean implementation of a Graph Convolutional Network layer in Keras / TensorFlow. GCN paper: https://arxiv.org/pdf/1609.02907.pdf
Hyperopt-Barebones
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.
keras_live_learning_curve
Callback to add to keras model that outputs live updated learning curve.
machine_learning_plots
Helpful, custom machine learning plots
MLP-Estimating-Exoplanet-Parameters
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/ab740d supported by: NAI grant # NNX15BB01, Steller Exoplanet Environment Collaboration.
Optimization_Methods
python code for line search, trust region, BFGS, and others
stopwatch
simple python stopwatch
timer
simple python timer
WreckItTim's Repositories
WreckItTim/COVID19-Time-Series-Forecast
Machine Learning for predicting trends in the number of COVID-19 cases. https://ieeexplore.ieee.org/document/9311968.
WreckItTim/DJI_tello_drone
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, however I omitted to keep the code down to the bare minimum.
WreckItTim/GCN-Layer
Lean and Mean implementation of a Graph Convolutional Network layer in Keras / TensorFlow. GCN paper: https://arxiv.org/pdf/1609.02907.pdf
WreckItTim/Hyperopt-Barebones
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.
WreckItTim/keras_live_learning_curve
Callback to add to keras model that outputs live updated learning curve.
WreckItTim/machine_learning_plots
Helpful, custom machine learning plots
WreckItTim/MLP-Estimating-Exoplanet-Parameters
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/ab740d supported by: NAI grant # NNX15BB01, Steller Exoplanet Environment Collaboration.
WreckItTim/Optimization_Methods
python code for line search, trust region, BFGS, and others
WreckItTim/stopwatch
simple python stopwatch
WreckItTim/timer
simple python timer