abhranildas/Integrate-and-Classify-Normal-Distributions
Matlab toolbox to integrate normal (Gaussian) distributions in any dimensions with any parameters in any domain, compute pdf/cdf/inverse cdf of any function of a normal vector, and measures of classification performance among two or more multinormals, like error matrix and d'.
MATLAB
Issues
- 1
enable GPU for integrals for ray and gx2
#100 opened by abhranildas - 0
Merge `samp_val` and `samp_counts_multi`
#82 opened by abhranildas - 0
Polish code
#57 opened by abhranildas - 1
Avoid redundant coordinate transforms.
#74 opened by abhranildas - 0
d' text changes
#98 opened by abhranildas - 0
Kris' changes
#92 opened by abhranildas - 1
fun_prob plot in fig. 2e
#99 opened by abhranildas - 0
Post tasks
#67 opened by abhranildas - 0
New d' results
#94 opened by abhranildas - 0
Dimension reduction contour plots in fig. 6f
#95 opened by abhranildas - 0
New region plots
#68 opened by abhranildas - 0
Optimal linear boundary
#93 opened by abhranildas - 0
norm_prob and fun_prob plots
#96 opened by abhranildas - 0
Standardize math notation format
#97 opened by abhranildas - 0
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- 0
Physics analogies
#86 opened by abhranildas - 0
Update Calen's example
#77 opened by abhranildas - 0
Pure ray_scan region example.
#71 opened by abhranildas - 0
- 0
Bill's test of class. err. vs prior for model (with bootstrap) and for data
#81 opened by abhranildas - 0
Rename the toolbox
#66 opened by abhranildas - 0
Reorder examples
#85 opened by abhranildas - 0
Mahalanobis distance for equal covariance.
#83 opened by abhranildas - 0
val_obs with custom bd_fn?
#53 opened by abhranildas - 1
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More demos
#61 opened by abhranildas - 0
Normality test on samples
#79 opened by abhranildas - 0
`samp_errs` for multi-class
#80 opened by abhranildas - 0
norm_val_mat is conditional
#54 opened by abhranildas - 0
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Extending to >3 dimensions
#73 opened by abhranildas - 0
'Difficulties of computing class err.' -> 'difficulties of integrating normal in arbitrary regions'.
#62 opened by abhranildas - 0
- 0
Check dimension reduction
#56 opened by abhranildas - 0
Speed up sample boundary optimization.
#75 opened by abhranildas - 0
Multi-class boundary as polynomial?
#69 opened by abhranildas - 0
Meshgrid trick to speed up root finding
#70 opened by abhranildas - 0
What is the 'Bayes decision variable'?
#65 opened by abhranildas - 0
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Rename cheb to func everywhere
#60 opened by abhranildas - 0
Any function of a normal variate
#55 opened by abhranildas - 0
Make val_obs also return err_obs
#52 opened by abhranildas - 0
Rename to 'ray' method.
#50 opened by abhranildas - 0
Change in r_sign
#47 opened by abhranildas - 0
Change grid integration algorithm to handle a normal on multiple boundaries
#49 opened by abhranildas - 0
Change opt_bd_multi to speed up.
#48 opened by abhranildas