David Ellison, PhD's repositories
Stock_Price_with_LSTMs
Predicting Stock Prices using LSTMs
Keras_Hyperparameter_Tuning
This code does a hyperparameter grid search on a neural network. The hyperparameters searched through are epochs, batches, and optimizers.
COVID_19_Xray
Deep learning classifier to identify covid-19 cases from X-ray images
Credit_Card_Fraud_Autoencoder
Autoencoder used for the credit card fraud/anomaly detection
sankeymatic
A Sankey diagram builder for everyone
Partial_Differential_Model_of_the_Diffusion-Reaction_Equation
1D Diffusion-Reaction simulated with R
py_call_option_monte_carlo
Securities Pricing done via a Monte Carlo Simulation of the Black-Scholes Equation
Fractals_with_TensorFlow
Using tensorflow to compute mandelbrot sets to create interesting visuals
DenseNet121_Trained_with_1_or_2_GPU
A deep learning performance script for keras using a TensorFlow backend. It loads pretrained weights from the current directory and then trains for 2 epochs on synthetic data. The result should be a quick script (runs in a few seconds) with which you can evaluate multi-gpu training
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
TF_ObjectDetection_API
Tutorial on how to create your own object detection dataset and train using TensorFlow's API
py_iris_matlibplot
Exploration of the iris data set with matplotlib. I made this as an example for junior data scientists joining our team.