RAPM Python HOWTO

[Evan Zamir]

I wrote up a little mini-tutorial on how to go about calculating RAPM using the Python library scikit-learn:

http://nbviewer.ipython.org/gist/EvanZ/48bf713ce9eb14f28d58

Thought you folks would be interested.

[Galin Dragiev]

I only skimmed through it partially but it looked awesome Evan.  I'll try to do it myself after SLOAN, great work!

--
You received this message because you are subscribed to the Google Groups "nbawowy forum" group.
To unsubscribe from this group and stop receiving emails from it, send an email to nbawowy+u...@googlegroups.com.
To post to this group, send email to nba...@googlegroups.com.
Visit this group at http://groups.google.com/group/nbawowy.
To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/c7a4a542-115c-4152-91b4-e8984b412582%40googlegroups.com.
For more options, visit https://groups.google.com/d/optout.

[Nicholas Restifo]

Awesome!

To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/CANtoSCA1r8WTq4jyHQ5P0WzhKkY9vxJBubNh4F1xDZeQj85SyQ%40mail.gmail.com.

[Seth Partnow]

It's NBA analytics DIY week! (Definitely a good thing)

To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/CAGwtL4mAKzzf_BhHYXM3xxFruwqPuS4GS29fMYW1bELWuDxBbw%40mail.gmail.com.

[Tom Pestak]

That's great - thanks Evan.

What's the most number of seasons you were able to invert with this approach?

Even with 32GB of memory I ran out when trying 2002-2014.  And trying even 5-years took something like 28 hours.  But I didn't group stints, I did each possession individually.

To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/CAGwtL4mAKzzf_BhHYXM3xxFruwqPuS4GS29fMYW1bELWuDxBbw%40mail.gmail.com.

[Harrison Brown]

Now I have one fewer excuse for not doing this... thanks a lot, Evan!

(/s. except seriously thanks this is awesome)

On Mon, Feb 23, 2015 at 8:48 PM, Evan Zamir <zamir...@gmail.com> wrote:

--

[Nik Oza]

You can always run it on an Amazon server so it doesn't take your computer out of commission for 20+ hours.

To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/CAOw8zE-1dJkQxikwre%3Dw_d3ocXDhVHGBhCZd32biZLusBfmq2w%40mail.gmail.com.

For more options, visit https://groups.google.com/d/optout.

--

Nik Oza

Georgetown University '16

(908)-307-2925 | nb...@georgetown.edu | Linkedin | Twitter

Founder and President
Georgetown Sports Analysis, Business and Research Group

Blog | Twitter | Facebook

[Evan Zamir]

Just published 2.5 year RAPM. That's as far back as my database goes.

https://docs.google.com/spreadsheets/d/1-OmjI37S56C0TWewtLQTq4EnyLMxybT8KUffQdg8UGM/edit#gid=526321280

On Monday, February 23, 2015 at 7:50:03 PM UTC-8, nbo2 wrote:

You can always run it on an Amazon server so it doesn't take your computer out of commission for 20+ hours.

On Mon, Feb 23, 2015 at 9:13 PM, Harrison Brown <the.h...@gmail.com> wrote:

Now I have one fewer excuse for not doing this... thanks a lot, Evan!

(/s. except seriously thanks this is awesome)

On Mon, Feb 23, 2015 at 8:48 PM, Evan Zamir <zamir...@gmail.com> wrote:

I wrote up a little mini-tutorial on how to go about calculating RAPM using the Python library scikit-learn:

http://nbviewer.ipython.org/gist/EvanZ/48bf713ce9eb14f28d58

Thought you folks would be interested.

--
You received this message because you are subscribed to the Google Groups "nbawowy forum" group.

To unsubscribe from this group and stop receiving emails from it, send an email to nbawowy+unsubscribe@googlegroups.com.

To post to this group, send email to nba...@googlegroups.com.
Visit this group at http://groups.google.com/group/nbawowy.
To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/c7a4a542-115c-4152-91b4-e8984b412582%40googlegroups.com.
For more options, visit https://groups.google.com/d/optout.

--
You received this message because you are subscribed to the Google Groups "nbawowy forum" group.

To unsubscribe from this group and stop receiving emails from it, send an email to nbawowy+unsubscribe@googlegroups.com.

To post to this group, send email to nba...@googlegroups.com.
Visit this group at http://groups.google.com/group/nbawowy.

To view this discussion on the web visit https://groups.google.com/d/msgid/nbawowy/CAOw8zE-1dJkQxikwre%3Dw_d3ocXDhVHGBhCZd32biZLusBfmq2w%40mail.gmail.com.

For more options, visit https://groups.google.com/d/optout.