djsutherland py-sdm issues

djsutherland / py-sdm

Python implementation of nonparametric nearest-neighbor-based estimators for divergences between distributions.

http://cs.cmu.edu/~dsutherl/sdm/

BSD 3-Clause "New" or "Revised" License

48 stars 8 forks source link

issues

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be better about random states

#53 djsutherland closed 9 years ago
0
Bug in _load_features

#52 cjauvin closed 9 years ago
1
streaming support

#51 djsutherland closed 10 years ago
1
results not completely reproducible

#50 djsutherland opened 10 years ago
0
make it work for one-dimensional features

#49 djsutherland opened 10 years ago
0
don't require numpy/scipy to do setup.py egg_info, etc

#48 djsutherland opened 10 years ago
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python 3 support

#47 djsutherland opened 10 years ago
0
improve sdm CLI format handling

#46 djsutherland opened 10 years ago
0
better divergence cache

#45 djsutherland opened 10 years ago
0
flann linking issues

#44 djsutherland closed 10 years ago
1
add nyström support

#43 djsutherland opened 10 years ago
0
distributed divergence support

#42 djsutherland opened 10 years ago
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support other, non-SDM-style set classifiers

#41 djsutherland opened 10 years ago
0
performance on scene dataset sucks

#40 djsutherland opened 10 years ago
0
Features class: don't require it to be stacked

#39 djsutherland opened 10 years ago
0
support python-format in "svm predict" commandline

#38 djsutherland closed 10 years ago
1
hang in div calculation sometimes

#37 djsutherland opened 10 years ago
0
SDM classes should save indices, rhos for training data to speed up repeated test evaluation

#36 djsutherland opened 10 years ago
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transduction doesn't work when labels array is boolean

#35 djsutherland opened 10 years ago
0
friendlier error messages / format checking if features file format is wrong

#34 djsutherland opened 10 years ago
0
get flann location from cyflann; possibly also support FLANN_DIR

#33 djsutherland closed 11 years ago
0
build failure

#32 wgmueller1 closed 11 years ago
1
sparse format for divergences

#31 djsutherland opened 11 years ago
1
multiprocessing seems to sometimes flake out

#30 djsutherland opened 11 years ago
1
cache the projected matrices

#29 djsutherland opened 11 years ago
0
Features.load_from_perbag not loading extras properly, apparently

#28 djsutherland closed 11 years ago
1
"crossvalidate" for one-class

#27 djsutherland opened 11 years ago
0
np_divs: fix progressbar

#26 djsutherland closed 11 years ago
0
np_divs: only make indices / get rhos if we need them

#25 djsutherland opened 11 years ago
0
handle default feature names better

#24 djsutherland opened 11 years ago
1
more thorough tests

#23 djsutherland opened 11 years ago
1
more robust divergence caching

#22 djsutherland opened 11 years ago
1
optionally do tuning inductively

#21 djsutherland opened 11 years ago
0
fill in output as we go in estimate_divs, maybe elsewhere

#20 djsutherland opened 11 years ago
0
use flann's multithreading instead of multiprocessing in get_divs

#19 djsutherland closed 11 years ago
1
support different formats for raw features

#18 djsutherland closed 11 years ago
0
more flexibility in choosing images for extract_features

#17 djsutherland closed 11 years ago
0
support one-class SVMs

#16 djsutherland closed 11 years ago
1
SDMs should support decision values / probabilities

#15 djsutherland closed 11 years ago
1
`crossvalidate` should optionally return more info about the folds

#14 djsutherland closed 11 years ago
1
allow specifying exactly what CV folds to use

#13 djsutherland closed 11 years ago
1
support CVing through k, multiple div funcs (values of alpha, ...)

#12 djsutherland opened 11 years ago
0
smarter projection when we're doing it inductively

#11 djsutherland opened 11 years ago
2
randomize output of parameter tuning when there are ties

#10 djsutherland closed 11 years ago
0
support non-Gaussian kernels

#9 djsutherland opened 11 years ago
1
try only getting negative eigenvectors for projection

#8 djsutherland opened 11 years ago
0
allow repeated CVs in same sdm.py call

#7 djsutherland opened 11 years ago
0
proc_features should save PCA transformation

#6 djsutherland closed 11 years ago
0
get rid of "labels" key in the div file format, switch to label/name

#5 djsutherland closed 11 years ago
0
check that image featurization is correct

#4 djsutherland opened 11 years ago
0