Skip to content

Commit

Permalink
Add timestamps for video 29: Luciano (#25)
Browse files Browse the repository at this point in the history
* Add timestamps for Luciano

* add leading zero

* formatting of time

Co-authored-by: Reshama Shaikh <[email protected]>
  • Loading branch information
zbraiterman and reshamas authored Jul 10, 2022
1 parent e13bd19 commit 0f4808d
Showing 1 changed file with 20 additions and 3 deletions.
23 changes: 20 additions & 3 deletions videos-list/29-luciano.md
Original file line number Diff line number Diff line change
Expand Up @@ -13,9 +13,26 @@ Discourse Discussion
https://discourse.pymc.io/t/posterior-predictive-sampling-in-pymc3-by-luciano-paz/6028
## Timestamps
- 0:00 Start of event
- x:xx
- x:xx
00:00 Start of event
00:22 Background on PyMC3 common workflow and posterior predictive distribution
02:56 What is this presentation about?
03:19 Simple model without posterior predictive problems
04:27 Create train and test data
05:12 Translate the math into PyMC3
06:52 Visualize and plot the model and predictions
08:20 Make predictions on the new data
09:29 Shape problems
12:46 A simple extension of linear regression
17:26 View the results of the extension
17:50 Error on the test data
19:15 What happens if we try to marginalize label out of the model?
21:38 Shape problem with the test data
22:55 Solution, a functional approach
27:50 Factory functions aren’t a silver bullet
28:12 Manually trim the inferred posterior
29:22 Challenges with sampling
32:10 How can PyMC help?
32:45 Conclusion
## Note: help us add timestamps here
https://github.com/pymc-devs/video-timestamps
Expand Down

0 comments on commit 0f4808d

Please sign in to comment.