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edxu96
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elec_consumption
Clustering and regression for household power consumption profiles
https://edxu96.github.io/elec_consumption
GNU General Public License v3.0
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SARIMA and validation
#96
edxu96
closed
3 years ago
0
Examine true residuals and use SARIMA model
#95
edxu96
closed
3 years ago
0
In-sample fitted values from Prophet as residuals
#94
edxu96
closed
3 years ago
0
Normality test on residuals
#93
edxu96
closed
3 years ago
0
Validate SARIMA for daily profile
#92
edxu96
closed
3 years ago
0
Residual analysis
#91
edxu96
closed
3 years ago
0
Lag plot
#90
edxu96
closed
3 years ago
0
Residual analysis of Prophet results
#89
edxu96
closed
3 years ago
0
Remember to run all cells before making file
#88
edxu96
closed
3 years ago
0
Remember to run all cells before making file
#87
edxu96
closed
3 years ago
0
Min inter-cluster similarity and max at same time
#86
edxu96
opened
3 years ago
0
Try different number of clusters
#85
edxu96
opened
3 years ago
0
Write about clustering based on pair-wise similarity
#84
edxu96
closed
3 years ago
0
Check Prophet non-business-days
#83
edxu96
opened
3 years ago
0
Correct typos
#82
edxu96
closed
3 years ago
0
Model-based clustering using Prophet
#81
edxu96
opened
3 years ago
0
Try Facebook Prophet
#80
edxu96
closed
3 years ago
0
Try Prophet for sub-daily forecast of unit 0
#79
edxu96
closed
3 years ago
0
Check clustering results
#78
edxu96
closed
3 years ago
0
Check correlation matrix with home-made func
#77
edxu96
closed
3 years ago
0
Cache Python library and poetry in CI
#76
edxu96
opened
3 years ago
0
Compare clustering results when resolutions differ
#75
edxu96
closed
3 years ago
0
Agglomerative clustering not work
#74
edxu96
closed
3 years ago
0
Correlation clustering of time series
#73
edxu96
closed
3 years ago
0
Ready-to-use block clustering
#72
edxu96
closed
3 years ago
1
Remove too many edges to obtain components
#71
edxu96
closed
3 years ago
0
Remove extra configuration files
#70
edxu96
closed
3 years ago
0
Block clustering
#69
edxu96
closed
3 years ago
2
Four hourly forecasts are during the night
#68
edxu96
closed
3 years ago
0
Total weight of complete graph for cluster
#67
edxu96
opened
3 years ago
0
Cluster using daily series
#66
edxu96
closed
3 years ago
0
Nodes with high degrees are cluster centres
#64
edxu96
closed
3 years ago
0
Remove weakest edges between representative entities
#63
edxu96
closed
3 years ago
0
Rank nodes according their degrees
#62
edxu96
closed
3 years ago
0
Min span tree and pearson corr
#61
edxu96
closed
3 years ago
0
Agglomerative hierarchical clustering with single linkage
#60
edxu96
closed
3 years ago
1
Pearson correlation for similarity matrix
#59
edxu96
closed
3 years ago
0
Min span tree for pair-wise similarity
#58
edxu96
closed
3 years ago
1
Incorrect implementation to compare missing days
#57
edxu96
closed
3 years ago
1
Pair-wise similarity
#56
edxu96
closed
3 years ago
1
Silhouette score in tslearn
#54
edxu96
closed
3 years ago
1
Difference of missing days for any pair
#53
edxu96
closed
3 years ago
0
Difference of missing days between any pair
#51
edxu96
closed
3 years ago
1
Interpolate values for days with 2 NaN
#50
edxu96
opened
3 years ago
0
Fill NaN with meaningful values
#49
edxu96
opened
3 years ago
0
Compare two clustering results
#48
edxu96
closed
3 years ago
3
Performance evaluation of clustering
#47
edxu96
closed
3 years ago
1
Local variable and imports when exporting functions
#45
edxu96
closed
3 years ago
1
Separate jupyter files
#44
edxu96
closed
3 years ago
0
Function for Silhouette analysis
#43
edxu96
closed
3 years ago
1
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