drmerlot Goto Github PK

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

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.

dss-virginia

parsing dss.virginia.gov data

ecdf-qq-plot

Functions to group plot ecdf and comparison qq plots

evapotranspiration

Calculate and compare various evapotranspiration methods with the Evapotraspiration package

example-rag-pipeline

Example rag pipeline for demo purposes

explore-ow-cb3mh

gan-face-generation

Testing out a GAN containing a generator and discriminator with convolutional and fully connected layers, using a celebrity faces dataset

getmet

Streamline the collection of meteorological data for hydrologic modeling

hspsquared

Hydrologic Simulation Program Python (HSPsquared)

ml_code_challenge

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.

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.

nyc_crash

nyc crash data analysis for project zero

precipitation-mapping

A collection of R functions designed to visualize precipitation data and assign time series of rainfall to defined locations

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.

self-driving-car-behavioral-cloning

Convolutional Neural Network trained to predict steering angles tested in the Udacity self driving car simulator

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

tt

tt test

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