Version - 0.0.19

EncExp was split into two classes: EncExpT handles the transformation, and EncExp is the classifier.

Version - 0.0.18

EncExp has an algorithm to develop a tailored model from the training set.

Version - 0.0.17

• Compute the distance to the hyperplane in EncExp.transform.
• Fix a bug introduced by an empty string.

Version - 0.0.16

This version includes methods to create specific embeddings outside the vocabulary.

Version - 0.0.15

Information regarding the training set size used to calculate the embeddings.

Version - 0.0.14

EncExp supports to combine weights.

Version - 0.0.13

The EncExp.fill method receives the component names.
It uses SGDClassifier when the number of examples is greater than 2**17.

Version - 0.0.12

The vocabulary and the dataset used to train the embeddings come from georeference tweets, without the geotag or a mixture of them.

Version - 0.0.11

Merge pull request #12 from INGEOTEC/develop

Version - 0.0.11

Version - 0.0.10

• SeqTM
• Working to include the intercept in the embeddings.