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0.0.11-beta

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@andrewdalpino andrewdalpino released this 18 Apr 02:52
· 1552 commits to master since this release
  • K Means now uses mini batch GD instead of SGD
  • K Means in now an Online learner
  • Added Adjusted Rand Index clustering metric
  • Added Seeder Interface
  • Added Random, K-MC2, and Plus Plus seeders
  • Accelerated Mean Shift with Ball Tree
  • Added radius estimation to Mean Shift
  • K Means and Mean Shift now implement Probabilistic
  • Gaussian Mixture now supports seeders
  • Changed order of K Means hyperparameters
  • Moved Ranking interface to anomaly detector namespace
  • N-gram Tokenizer now outputs ranges of word tokens
  • Changed default Fuzzy C Means hyper-parameters
  • Added spatial partitioning to Dataset API
  • Added Image Resizer transformer
  • Image Vectorizer no longer resizes images
  • Fixed adaptive optimizer bug upon binary unserialization
  • Removed Quartile Standardizer
  • Optimized Image Vectorizer using bitwise operations
  • Pipeline is now more verbose