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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
2018 Tunes!
Published:
Spotify curates a big playlist of all the music you listen to over the year. Here’s mine for 2018. (Note: makes for a great gym playlist)
Linear Regression with TensorFlow on TimeSeries Data
Published:
In my paper on Linear Regression (see Paper 2 ) we talked about developing a Linear Regression Model for timeseries data. Our group decided to use the Adam Optimizer and Gradient Descent models to compare the results from each. This code will go over the Adam Optimizer model. Lets go over the python! You can see the full python file here: linear_regression.py
Optimizing Performance in AngularJs Applications for Production
Published:
If you still maintain an Angular 1.x Application, here’s a not so well-known trick to help speed up performance.
papers
Machine Vision for Safer Self-Driving Cars
Published:
Advancement in technologies used in self-driving cars may allow for machine vision to surpass LIDAR…
Recommended citation: Newman, Krys. (2018). "Machine Vision for Safer Self-Driving Cars." http://krysnewman.com/files/machine-vision-paper1.pdf
Linear Regression
Published:
Least squares approximation and Adam Optimization were the methods…
Recommended citation: Newman, Krys. (2018). "Linear Regression." http://krysnewman.com/files/linear-regression-paper2.pdf
Time Series Forecasting with Neural Nets
Published:
Recurrent Neural Network computations allow for information to persist during computation through connected nodes forming a directed graph…
Recommended citation: Newman, Krys. (2018). "Time Series Forecasting with Neural Nets." http://krysnewman.com/files/time-series-nn-paper3.pdf
Machine Vision for Safer Self Driving Cars in Construction Zones
Published:
Construction Zones are often very different from one another, making automatic road sign detection and navigation in these areas a challenge for self-driving cars….
Recommended citation: Newman, Krys. (2018). "Machine Vision for Safer Self Driving Cars in Construction Zones." http://krysnewman.com/files/machine-vision-construction-paper5.pdf