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Name: Andrew Sommerlot
Type: User
Company: Plnar
Bio: Principal ML Engineer at mbue
Location: Austin, TX
Name: Andrew Sommerlot
Type: User
Company: Plnar
Bio: Principal ML Engineer at mbue
Location: Austin, TX
Project 4 of Term 1 in the Udacity Self Driving Car Nanodegree
Project 3 of Term 1 in the Udacity Self Driving Car Nanodegree
Project 5 Udacity SDC nanodegree
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.
parsing dss.virginia.gov data
Functions to group plot ecdf and comparison qq plots
Calculate and compare various evapotranspiration methods with the Evapotraspiration package
Example rag pipeline for demo purposes
Testing out a GAN containing a generator and discriminator with convolutional and fully connected layers, using a celebrity faces dataset
Streamline the collection of meteorological data for hydrologic modeling
Hydrologic Simulation Program Python (HSPsquared)
Visual representation of all ncaa mens basketball turnament results. Designed for analysis focued on seed and region position. Using pandas, bokeh, and datashader.
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.
100 numpy exercises (with solutions)
nyc crash data analysis for project zero
A collection of R functions designed to visualize precipitation data and assign time series of rainfall to defined locations
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.
Convolutional Neural Network trained to predict steering angles tested in the Udacity self driving car simulator
Self driving car vision: classifying lane lines on driving videos - udacity self driving car nano degree project 1
R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and random forests. Powered by h2o.
Using tensor flow to build a convolutional neural network to classify 43 different types of traffic signs
Using Dask and Datashader to Visualize a 150 gigabyte, 3 Billion Point Dataset
A few functions from the SWAT-VSA GFS linkage published in Environmental Modeling and Software
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.