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Posts – David Chudzicki

David Chudzicki

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Posts – David Chudzicki | davidchudzicki.com Reviews

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An Interaction or Not? How a few ML Models Generalize to New Data – David Chudzicki

http://www.davidchudzicki.com/posts/interaction-or-not

An Interaction or Not? How a few ML Models Generalize to New Data. March 4, 2015. Source code for this post is here. This post examines how a few statistical and machine learning models respond to a simple toy example where theyre asked to make predictions on new regions of feature space. The key question the models will answer differently is whether theres an interaction between two features: does the influence of one feature differ depending on the value of another. Ill look at point estimates from:.

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Previous Posts – David Chudzicki

http://www.davidchudzicki.com/posts/previous-posts

February 16, 2014. Simulated Knitting ( post. Class (subclassing of Pythons. Graph class) with methods corresponding to common operations performed while knitting:. Join with the first stitch for a circular shape. Start a new row of stitches. Two stitches in new row connect to one stitch in old. I then embed the graphs in 3D space. Heres a hat I made this way:. 2D Embeddings from Unsupervised Random Forests ( 1. Assign similarities to pairs of examples based on how often they are in leaf nodes together.

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– David Chudzicki

http://www.davidchudzicki.com/about.html

That was a Brownian bridge. I hope you enjoyed it. R Package for Average Predictive Comparisons. Complicated models will often fit your data better than simple ones, but its harder to understand what theyre telling you. This is a project Im working on to help with that. This is useful for something some knitters do called planned pooling. It gets about 1000 unique visitors per month. This simulates a 3-pendulum harmograph using d3. There are lots of settings you can play with to make different shapes.

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dchudz (David Chudzicki) · GitHub

https://github.com/dchudz

X64;chudz@gmail.com. Http:/ www.davidchudzicki.com. Nov 27, 2011. An R package for extracting understanding from predictive models. Convenient python functions for bayesian GLMs (using Stan / PyStan). 65 contributions in the last year. Summary of pull requests, issues opened, and commits. Learn how we count contributions. Dchudz has no activity during this period. You can't perform that action at this time. You signed in with another tab or window. Reload. To refresh your session. To refresh your session.

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Variable importance in neural networks – R is my friend

https://beckmw.wordpress.com/2013/08/12/variable-importance-in-neural-networks

R is my friend. 039;R challenge is like the Rubik's cube of our people' – Sarah Thompson. Variable importance in neural networks. If you’re a regular reader of my blog you’ll know that I’ve spent some time dabbling with neural networks. As I explained here. Fig: A neural interpretation diagram for a generic neural network. Weights are color-coded by sign (black , grey -) and thickness is in proportion to magnitude. The plot function can be obtained here. A method proposed by Garson 1991. Require(clusterG...

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interfluidity » There’s no substitute for a substitute

http://www.interfluidity.com/v2/6487.html

There’s no substitute for a substitute. Eric Fischer, after heroically. Reconstructing San Francisco housing data for much of the 20th Century, published an analysis of the determinants of median rents. The hat tip goes to Tyler Cowen. Who concludes “basically SF is * * ed.” Less pithy commentators. Well, far be it from me to buck the trend. The analysis supports my. Preconceptions and what I’ve. Been saying all along. The model is certainly contestable. Those fortunate enough to have nice places to live...

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An Interaction or Not? How a few ML Models Generalize to New Data | Open Data Science

https://www.opendatascience.com/blog/an-interaction-or-not-how-a-few-ml-models-generalize-to-new-data

An Interaction or Not? How a few ML Models Generalize to New Data. This post was originally posted on David Chudzicki’s Blog. And kindly contributed to Open Data Science). Source code for this post is here. I’ll look at point estimates from:. Decision trees and bagged decision trees (random forest), using R’s randomForest package. Boosted decision trees, using the R’s gbm package. I’ll also look at two models that capture uncertainty about whether there’s an interaction:. Y = 5 noise. Y = 15 noise. Would...

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David Chudy - 1916-1967 - Painter, Sculptor, Scientist

David Chudy lived in the moment and for the future. His own past apparently had little influence over his actions. A self made man , he countered his lack of a formal education with prolific talent. He covered a lot of ground in a relatively short life - a home grown Renaissance man. His contemporaries - in keeping with the intellectual climate of the times - were astonished that an individual could be so comfortable in the then highly compartmentalized areas of science, art and culture. There is little ...

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Posts – David Chudzicki

Git First-Parent- Have your messy history and eat it too. February 18, 2018. The first thing I encountered learning about git: theres a lot of conflict about whether its important to keep a clean git history by squashing, rebasing instead of merging, etc. In favor of cleanliness. Shows the higher-level history most people will care more about. The one-to-one relationship between code-reviewed changes and commits is nice. Its quicker to identify where problems were introduced. Because every commit in.

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Davidchughes.com​​​. David@davidchughes.com​​. With over twenty years experience in sound design for film, I have worked on films by David Fincher, Steven Spielberg, Robert Zemeckis, Mamoru Oshi and many other notable filmmakers. I work with the award winning post production facility Skywalker Sound and also have a sound design and 7.1 mix studio in Portland Oregon. Selected film credits​. Pirates of the Caribbean 3 * (2007). Ice Age 2 * (2006). Solo Dios Sabe (2005). Polar Express *, * (2004).

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David C. Hughes, Author

Starting October 12th,. Lone Star Book Blog Tour. Twelve Tantalizingly Twisted Tales. On a ten-day tour. They will be featuring reviews, excerts, and an author interview as part of the festivities. To celebrate this exciting event, I'm giving away a copy of the book signed by both me and the illustrator, Christina Evans. To enter. Good luck! Photo by Dennis Post. David C. Hughes ​. And real ones, too! So welcome to my author page. Please enjoy your visit, and come back soon. I would consider it an honor ...

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David C. Hughes, Writer | “Whatever you do, do from the heart, as for the Lord and not for others” –Colossians 3:23 NABRE

The Epiphany of Joy. 10 Little Hiccups / 10 pequeños hipos. Twelve Tantalizingly Twisted Tales. David C. Hughes, Writer. Whatever you do, do from the heart, as for the Lord and not for others –Colossians 3:23 NABRE. 8220;And whatever you do, in word or in deed, do everything in the name of the Lord Jesus, giving thanks to God the Father through Him. Isaiah 30:20-22, NIV ). David C. Hughes. Lone Star Book Blog Tour of Twelve Tantalizingly Twisted Tales Begins Wednesday 10/12. Here’s the schedule:. Signed ...

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