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Recent Releases of gap-stat

gap-stat - v2.0.3

What's Changed

  • Add support for seeding RNG used for random sampling (#59). by @lebedov in https://github.com/milesgranger/gap_statistic/pull/61

New Contributors

  • @lebedov made their first contribution in https://github.com/milesgranger/gap_statistic/pull/61

Full Changelog: https://github.com/milesgranger/gap_statistic/compare/v2.0.2...v2.0.3

https://pypi.org/project/gap-stat/#files

- Rust
Published by milesgranger over 2 years ago

gap-stat - v2.0.2

What's Changed

  • Update Example.ipynb to support scikit-learn 0.24 by @alinaselega in https://github.com/milesgranger/gap_statistic/pull/51
  • Replaced gapdf.append by pd.concat by @psads-git in https://github.com/milesgranger/gapstatistic/pull/58

New Contributors

  • @alinaselega made their first contribution in https://github.com/milesgranger/gap_statistic/pull/51
  • @psads-git made their first contribution in https://github.com/milesgranger/gap_statistic/pull/58

Full Changelog: https://github.com/milesgranger/gap_statistic/compare/v2.0.1...v2.0.2

- Rust
Published by milesgranger about 3 years ago

gap-stat - Ensure passing of numpy arrays to Rust

:bug: Bug fix :hammerandwrench:

In v2.0.0, passing a pandas.DataFrame with parallel_backend='rust' would result in TypeError, this patch ensures any dataframe is converted to np.ndarray before hand.

- Rust
Published by milesgranger almost 6 years ago

gap-stat - v2.0.0

Disconnect rust & use github actions (#41) Rust as optional install (#42) Fix workflows (#43) Return standard errors of the Gap statistic (#39) Generate ref data uniformly over feature range (#40) Pass nrefs and niter to rust impl (#46) Fix Rust ref data generation (#47) Add warning about optional rust feature (#47)

- Rust
Published by milesgranger about 6 years ago

gap-stat - v2.0.0-rc2

  • Pass nrefs and niter to rust impl (#46)
  • Fix Rust ref data generation (#47)
  • Add warning about optional rust feature (#47)

- Rust
Published by milesgranger about 6 years ago

gap-stat - v2.0.0-rc1

Improvements and Fixes:

  • Return standard errors of the Gap statistic (#39)
  • Generate ref data uniformly over feature range (#40)

Rust as optional install:

  • Disconnect rust & use github actions (#41)
  • Rust as optional install (#42)
  • Fix workflows (#43)

- Rust
Published by milesgranger about 6 years ago

gap-stat - v1.7.1

  • Optimizations to Rust backend. https://github.com/milesgranger/gap_statistic/pull/35

- Rust
Published by milesgranger over 6 years ago

gap-stat - v1.7.0

  • Change license from BSD-3 to dual Unlicense / MIT (#30)
  • Add OSX to Azure Pipelines building (#31)
  • Multiple upgrade to gap calculation, n cluster calc, docs, etc (#28)
  • Fix passing of null data to final calculations rather than the observed dataset (#34)

- Rust
Published by milesgranger over 6 years ago

gap-stat - Release Candidate 1.7.0.rc1

  • Change license from BSD-3 to dual Unlicense / MIT (#30)
  • Add OSX to Azure Pipelines building (#31)
  • Multiple upgrade to gap calculation, n cluster calc, docs, etc (#28)
  • Fix passing of null data to final calculations rather than the observed dataset (#34)

- Rust
Published by milesgranger over 6 years ago

gap-stat - Report reference distribution standard deviations

  • OptimalK object's dataframe now has an additional column with the standard deviations of the reference distributions (https://github.com/milesgranger/gap_statistic/commit/c61ee923d3040815372ed77141de34144fdf49d4)

- Rust
Published by milesgranger over 6 years ago

gap-stat - Support user defined clustering functions

  • User can pass in their own clustering function into OptimalK (https://github.com/milesgranger/gap_statistic/commit/fe1b1d31c93c592eb597474493f520b7f6b6434c)
  • Switch to Azure Pipelines (https://github.com/milesgranger/gapstatistic/commit/9020d9530d15e1ed79045e25e1ca5e6c67fa5c0c, https://github.com/milesgranger/gapstatistic/commit/db030eea4e362acc4a4d43029c7ddb701ff24c95)
  • Use black formatting for the project (https://github.com/milesgranger/gap_statistic/commit/bdb4af1467533f3d8091d05c83012ea040f0ffa9)

- Rust
Published by milesgranger almost 7 years ago

gap-stat - Fix Gap statistic calculation

- Rust
Published by milesgranger over 7 years ago

gap-stat - Stable Rust backend added

Release contains an initial stable release of the same API found in the first release, along with OptimalK taking an additional value "rust" for the backend parameter.

- Rust
Published by milesgranger over 7 years ago

gap-stat - Rust backend - Alpha

Initial release including a Rust backend implementation of the gap statistic & kmeans.

- Rust
Published by milesgranger over 7 years ago

gap-stat - Initial public release

Support for Joblib, Multi-processing and single core

- Rust
Published by milesgranger almost 8 years ago