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.. _changes_0_1:
Version 0.1
===========
**December 26, 2016**
Changelog
---------
API
~~~
- First release of the stable API. By :user;`Fernando Nogueira <fmfn>`,
:user:`Guillaume Lemaitre <glemaitre>`, :user:`Christos Aridas <chkoar>`,
and :user:`Dayvid Oliveira <dvro>`.
New methods
~~~~~~~~~~~
* Under-sampling
1. Random majority under-sampling with replacement
2. Extraction of majority-minority Tomek links
3. Under-sampling with Cluster Centroids
4. NearMiss-(1 & 2 & 3)
5. Condensend Nearest Neighbour
6. One-Sided Selection
7. Neighboorhood Cleaning Rule
8. Edited Nearest Neighbours
9. Instance Hardness Threshold
10. Repeated Edited Nearest Neighbours
* Over-sampling
1. Random minority over-sampling with replacement
2. SMOTE - Synthetic Minority Over-sampling Technique
3. bSMOTE(1 & 2) - Borderline SMOTE of types 1 and 2
4. SVM SMOTE - Support Vectors SMOTE
5. ADASYN - Adaptive synthetic sampling approach for imbalanced learning
* Over-sampling followed by under-sampling
1. SMOTE + Tomek links
2. SMOTE + ENN
* Ensemble sampling
1. EasyEnsemble
2. BalanceCascade
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