Pinned Repositories
Carnd-Advanced-Lane-Lines
Project 4 of Term 1 in the Udacity Self Driving Car Nanodegree
Carnd-Behavioral-Cloning
Project 3 of Term 1 in the Udacity Self Driving Car Nanodegree
Carnd-Vehicle-Detection
Project 5 Udacity SDC nanodegree
GAN-Face-Generation
Testing out a GAN containing a generator and discriminator with convolutional and fully connected layers, using a celebrity faces dataset
precipitation-mapping
A collection of R functions designed to visualize precipitation data and assign time series of rainfall to defined locations
Self-Driving-Car-Finding-Lane-Lines
Self driving car vision: classifying lane lines on driving videos - udacity self driving car nano degree project 1
startml
R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and random forests. Powered by h2o.
Traffic-Sign-Classifier
Using tensor flow to build a convolutional neural network to classify 43 different types of traffic signs
Visualizing-3-Billion-Points
Using Dask and Datashader to Visualize a 150 gigabyte, 3 Billion Point Dataset
vsa-gfs-forecast
A few functions from the SWAT-VSA GFS linkage published in Environmental Modeling and Software
drmerlot's Repositories
drmerlot/startml
R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and random forests. Powered by h2o.
drmerlot/GAN-Face-Generation
Testing out a GAN containing a generator and discriminator with convolutional and fully connected layers, using a celebrity faces dataset
drmerlot/Traffic-Sign-Classifier
Using tensor flow to build a convolutional neural network to classify 43 different types of traffic signs
drmerlot/Carnd-Advanced-Lane-Lines
Project 4 of Term 1 in the Udacity Self Driving Car Nanodegree
drmerlot/precipitation-mapping
A collection of R functions designed to visualize precipitation data and assign time series of rainfall to defined locations
drmerlot/Self-Driving-Car-Finding-Lane-Lines
Self driving car vision: classifying lane lines on driving videos - udacity self driving car nano degree project 1
drmerlot/Visualizing-3-Billion-Points
Using Dask and Datashader to Visualize a 150 gigabyte, 3 Billion Point Dataset
drmerlot/vsa-gfs-forecast
A few functions from the SWAT-VSA GFS linkage published in Environmental Modeling and Software
drmerlot/Carnd-Behavioral-Cloning
Project 3 of Term 1 in the Udacity Self Driving Car Nanodegree
drmerlot/Carnd-Vehicle-Detection
Project 5 Udacity SDC nanodegree
drmerlot/ncaa-bracket-history-visualization
Visual representation of all ncaa mens basketball turnament results. Designed for analysis focued on seed and region position. Using pandas, bokeh, and datashader.
drmerlot/custom-pytorch-metal-ops-demo
This repo contains some demos, explanations, and tutorials showing how to create custom pytorch ops on apple silicon for the MPS device with metal shaders.
drmerlot/detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
drmerlot/dss-virginia
parsing dss.virginia.gov data
drmerlot/ecdf-qq-plot
Functions to group plot ecdf and comparison qq plots
drmerlot/evapotranspiration
Calculate and compare various evapotranspiration methods with the Evapotraspiration package
drmerlot/example-rag-pipeline
Example rag pipeline for demo purposes
drmerlot/explore-ow-cb3mh
drmerlot/getMet
Streamline the collection of meteorological data for hydrologic modeling
drmerlot/HSPsquared
Hydrologic Simulation Program Python (HSPsquared)
drmerlot/ml_code_challenge
drmerlot/neural-network-lab
This is a quick lab demonstrating making predictions with a linear model and with a neural net. Slides are included which overview nerual networks, and describe a simple forward pass in detail. I did this as a guest lecture and lab in a graduate modeling course, perhaps others may find it useful as well.
drmerlot/numpy-100
100 numpy exercises (with solutions)
drmerlot/NYC_crash
nyc crash data analysis for project zero
drmerlot/ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
drmerlot/Self-Driving-Car-Behavioral-Cloning
Convolutional Neural Network trained to predict steering angles tested in the Udacity self driving car simulator