hdlib v2.0.0
New features:
- The
Vector
class is now inhdlib.vector
; hdlib.model.MLModel
is nowhdlib.model.classification
;hdlib.graph.Graph
is nowhdlib.model.graph
;- The
hdlib.parser
module has been suppressed and its functions have been moved to examples/chopin2/chopin2.py; - New
hdlib.model.graph.GraphModel._error_rate
andhdlib.model.graph.GraphModel._predict
static methods for the estimation of the model error rate and the evaluation of a graph model in multiprocessing; - New
hdlib.model.regression.RegressionModel
andhdlib.model.clustering.ClusteringModel
classes for building regression and clustering models respectively; - New examples about the classification of chemical structures and the classification of viral species via graph encoding.
Fixes:
hdlib.model.graph.GraphModel.error_mitigation
does not take into account for false positives;hdlib.model.graph.GraphModel.error_rate
andhdlib.model.graph.GraphModel.predict
now check whether an edge exist using weight-specific thresholds.