add_cluster | DSD Moving Generator |
add_keyframe | Moving Generator Cluster |
animate | Animates the plotting of a DSD and the clustering process |
animate_cluster | Animates the plotting of a DSD and the clustering process |
animate_data | Animates the plotting of a DSD and the clustering process |
animation | Animates the plotting of a DSD and the clustering process |
BICO | BICO - Fast computation of k-means coresets in a data stream |
bico | BICO - Fast computation of k-means coresets in a data stream |
BIRCH | Balanced Iterative Reducing Clustering using Hierarchies |
birch | Balanced Iterative Reducing Clustering using Hierarchies |
change_alpha | DBSTREAM clustering algorithm |
clean_outliers | Clean Outliers from the Outlier Detecting Clusterer |
clean_outliers.DSC_Outlier | Clean Outliers from the Outlier Detecting Clusterer |
close_stream | Read a Data Stream from File |
D-Stream | D-Stream Data Stream Clustering Algorithm |
d-stream | D-Stream Data Stream Clustering Algorithm |
DBSTREAM | DBSTREAM clustering algorithm |
dbstream | DBSTREAM clustering algorithm |
DefaultEvalCallback | Default Class for Evaluation Callbacks |
description | Data Stream Data Generator Base Classes |
DSC | Data Stream Clusterer Base Classes |
DSClassify | Abstract Class for Data Stream Classifiers |
DSC_BICO | BICO - Fast computation of k-means coresets in a data stream |
DSC_BIRCH | Balanced Iterative Reducing Clustering using Hierarchies |
DSC_DBSCAN | DBSCAN Macro-clusterer |
DSC_DBSTREAM | DBSTREAM clustering algorithm |
DSC_DStream | D-Stream Data Stream Clustering Algorithm |
DSC_EA | Evolutionary Algorithm |
DSC_evoStream | evoStream - Evolutionary Stream Clustering |
DSC_Hierarchical | Hierarchical Micro-Cluster Reclusterer |
DSC_Kmeans | Kmeans Macro-clusterer |
DSC_Macro | Abstract Class for Macro Clusterers |
DSC_Micro | Abstract Class for Micro Clusterers |
DSC_Outlier | Abstract Class for Outlier Detection Clusterers |
DSC_R | Data Stream Clusterer Base Classes |
DSC_Reachability | Reachability Micro-Cluster Reclusterer |
DSC_registry | Data Stream Clusterer Base Classes |
DSC_Sample | Extract a Fixed-size Sample from a Data Stream |
DSC_SinglePass | Abstract Class for Single-Pass Clusterers |
DSC_Static | Create as Static Copy of a Clustering |
DSC_TwoStage | TwoStage Clustering Process |
DSC_Window | A sliding window from a Data Stream |
DSD | Data Stream Data Generator Base Classes |
DSD_BarsAndGaussians | Data Stream Generator for Bars and Gaussians |
DSD_Benchmark | Data Stream Generator for Benchmark Data |
DSD_Cubes | Static Cubes Data Stream Generator |
DSD_Gaussians | Mixture of Gaussians Data Stream Generator |
DSD_Memory | A Data Stream Interface for Data Stored in Memory |
DSD_MG | DSD Moving Generator |
DSD_mlbenchData | Stream Interface for Data Sets From mlbench |
DSD_mlbenchGenerator | mlbench Data Stream Generator |
DSD_MovingGenerator | DSD Moving Generator |
DSD_R | Data Stream Data Generator Base Classes |
DSD_ReadCSV | Read a Data Stream from File |
DSD_ReadDB | Read a Data Stream from an open DB Query |
DSD_ScaleStream | Scale a Stream from a DSD |
DSD_Target | Target Data Stream Generator |
DSD_UniformNoise | Uniform Noise Data Stream Generator |
DSFP | Abstract Class for Frequent Pattern Mining Algorithms for Data Streams |
DSO | Data Stream Operator Base Classes |
DSO_Sample | Sampling from a Data Stream (Data Stream Operator) |
DSO_Window | Sliding Window (Data Stream Operator) |
DST | Abstract Base Class for All Data Stream Mining Tasks |
dstream | D-Stream Data Stream Clustering Algorithm |
EvalCallback | Abstract Class for Evaluation Callbacks |
evaluate | Evaluate Clusterings |
evaluate_callback | Abstract Class for Evaluation Callbacks |
evaluate_cluster | Evaluate Clusterings |
evaluate_cluster_with_callbacks | Evaluate Clusterings |
evaluate_with_callbacks | Evaluate Clusterings |
get_assignment | Assignment Data Points to Clusters |
get_attraction | D-Stream Data Stream Clustering Algorithm |
get_centers | Get Cluster Centers from a DSC |
get_clusters | DSD Moving Generator |
get_cluster_assignments | DBSTREAM clustering algorithm |
get_copy | Create a Deep Copy of a DSC Object |
get_keyframes | Moving Generator Cluster |
get_macroclusters | Data Stream Clusterer Base Classes |
get_macroweights | Data Stream Clusterer Base Classes |
get_microclusters | Data Stream Clusterer Base Classes |
get_microweights | Data Stream Clusterer Base Classes |
get_outlier_positions | Abstract Class for Outlier Detection Clusterers |
get_points | Get Points from a Data Stream Generator |
get_shared_density | DBSTREAM clustering algorithm |
get_weights | Get Cluster Weights |
keyframe | Moving Generator Cluster |
MGC | Moving Generator Cluster |
MGC_Function | Moving Generator Cluster |
MGC_Linear | Moving Generator Cluster |
MGC_Noise | Moving Generator Cluster |
MGC_Random | Moving Generator Cluster |
MGC_Shape_Block | Moving Generator Cluster |
MGC_Shape_Gaussian | Moving Generator Cluster |
MGC_Static | Moving Generator Cluster |
microToMacro | Translate Micro-cluster IDs to Macro-cluster IDs |
MovingGenerator | DSD Moving Generator |
nclusters | nclusters |
noutliers | Abstract Class for Outlier Detection Clusterers |
plot | Plotting Data Stream Data and Clusterings |
plot.DSC | Plotting Data Stream Data and Clusterings |
plot.DSD | Plotting Data Stream Data and Clusterings |
print.stream_eval | Evaluate Clusterings |
prune_clusters | Prune Clusters from a Clustering |
readDSC | Save and Read DSC Objects |
recheck_outlier | Abstract Class for Outlier Detection Clusterers |
recluster | Re-clustering micro-clusters |
remove_cluster | DSD Moving Generator |
remove_keyframe | Moving Generator Cluster |
reset_stream | Reset a Data Stream to its Beginning |
save | Save and Read DSC Objects |
saveDSC | Save and Read DSC Objects |
scale_stream | Read a Data Stream from File |
update | Update a Data Stream Clustering Model |
update.DSC_R | Update a Data Stream Clustering Model |
update.DSC_TwoStage | Update a Data Stream Clustering Model |
update.DSO_Sample | Update a Data Stream Clustering Model |
update.DSO_Window | Update a Data Stream Clustering Model |
write_stream | Write a Data Stream to a File |
write_stream.DSD | Write a Data Stream to a File |