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TODO.txt
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TODO.txt
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=================
AstroML todo list
=================
plot_figures: make book title correct! 194 times...
examples: cleanup
- datasets
- tools shown in CIDU
- plotting/histograms
Core Package
------------
XD code:https://twitter.com/
- include mixing matrix (in original paper)
- submit to scikit-learn?
Bayesian Blocks code:
- other priors
- other fitness functions
KDE:
- build-in cross-validation
- KDE with errors
Web Page
--------
- add index of CIDU plots to web page
- chapter/figures order in index
- modify gen_rst to use thumbnails on index page, full size on code page.
- Think about suggested exercises with our code and data
Lomb-scargle:
- optimize with extirpolation
- write documentation
- write tests
Extreme Deconvolution:
- regularization (look at how GMM does this)
- optimize linear algebra
- allow for automatic treatment of diagonal variance
- allow for covariance_type argument as in GMM
- better documentation
- tests
- submit to scikit-learn?
Utilities:
- look through code examples; find often-used subroutines
Misc:
- clean up MCMC log(sigma) priors (use @pymc.deterministic)
Website:
- Link to code and instructions for installation
- List and link to dependencies
- Show thumbnails on figure index