Giters
motiwari
/
BanditPAM
BanditPAM C++ implementation and Python package
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Stargazers:
645
Watchers:
9
Issues:
201
Forks:
37
motiwari/BanditPAM Issues
Idea: from first batch of ref points in each swap step, only keep track of best medoid to flip with (probably the one it's assigned to?)
Updated
2 years ago
Both `main` and `slowdown` branches appear to be nondeterministic unless number of threads is set to 1
Updated
2 years ago
Stop SWAP steps after they improve loss by less than some threshold $t$ (e.g., 0.1%)
Updated
2 years ago
Allow for $\epsilon$-suboptimal arms
Updated
2 years ago
Need to ensure `k` elements broadcasting to for each arm are laid out contiguously in memory (after `slowdown` merge)
Updated
2 years ago
`useCacheP=True` & `usePerm=False` runs slower than BanditPAM with no caching when the dataset is large
Updated
2 years ago
Upgrade `carma`
Updated
2 years ago
Update `README.md`
Updated
2 years ago
Might save a factor of 2: in first batch, for arms in which CIs are wide compared to delta mean, predict that we'll need to compute exactly and do so
Updated
2 years ago
Fix link to examples on `README`
Updated
2 years ago
Need to compile wheels for other architectures for manylinux
Updated
2 years ago
Testing slack notifications 2
Closed
2 years ago
Testing slack notifications
Closed
2 years ago
Categorical features in banditPAM
Closed
a year ago
Comments count
1
Undefined symbol
Updated
2 years ago
Missing data files
Closed
a year ago
Comments count
1
Fix readthedocs link on `README.md`
Updated
2 years ago
predict function for Python implementation?
Updated
2 years ago
Comments count
3
cosine similarity vs cosine distance
Closed
2 years ago
Comments count
3
Much Slower than Scikit-Learn kMedoids on Large Dimensions
Closed
2 years ago
Comments count
2
Update "full suite of tests" command
Closed
2 years ago
Comments count
1
Allow choosing the random seed (from python)
Closed
2 years ago
Comments count
2
BanditPAM 200x slower than quadratic algorithms at 10k MNIST
Updated
2 years ago
Comments count
5
Return loss (cost) of the solution found
Closed
2 years ago
Comments count
1
BanditPAM crashes colab kernel when invalid loss function name is used
Closed
2 years ago
Comments count
1
Remove some unnecessary dependencies
Updated
2 years ago
Cannot install BanditPAM in Paperspace Gradient
Closed
2 years ago
Comments count
4
error: ‘class arma::Mat<float>’ has no member named ‘n_alloc’
Closed
2 years ago
Comments count
2
Problem with installing banditPAM
Updated
a year ago
Comments count
48
Host doxygen docs publicly
Closed
2 years ago
Precomputed loss
Closed
a year ago
Comments count
2
Allow sparse input data in python
Updated
3 years ago
Update `carma` installation process
Closed
2 years ago
pip installation on Google colab
Closed
3 years ago
Comments count
3
Bug report: `pip`-installed `clang` not found on Windows
Updated
a year ago
Comments count
1
Need to set `batch_size` to `min(N, 100)` in case dataset has <100 points
Closed
2 years ago
`compiler_check` from `setup.py` returning `gcc` even if `clang` is installed on Mac, but installation still succeeds
Closed
2 years ago
Comments count
1
User report: installation error on Windows: `CC` KeyError
Closed
3 years ago
Question from user: how to print cluster assignments
Closed
3 years ago
`KMedoids.medoids` should be `int`s, not `float`s
Closed
2 years ago
Error during installation
Closed
3 years ago
Comments count
2
Error during installation of BanditPAM - Unsupported compiler -- at least C++11 support is needed!
Closed
3 years ago
Comments count
10
Create a R and Matlab implementations
Closed
2 years ago
Comments count
1
Create an integration with pyspark
Closed
2 years ago
Comments count
1
Initialize cache with better temporary variable
Updated
3 years ago
Sometimes `gcc` builds with `-g` flag
Closed
2 years ago
Comments count
1
`cmake` `Debug` build gives erroneous answers
Closed
3 years ago
Comments count
1
Disable `armadillo` bounds checking
Updated
3 years ago
Fix error for bad algorithm name
Closed
2 years ago
Rename variables from `lower_case_with_underscores` to `camelCase`
Closed
2 years ago
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