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robguilarr
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Brawlstars-retention-pipeline
End-to-end pipeline to extract logs from Brawlstars API, using a KMeans model for player classification and cohorts creation, to produce parametrized bounded retention metrics loading them to a Google Cloud Bucket.
https://www.robguilar.com/posts/brawlstars_retention_pipeline/
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Dockerfile reduced size for image, slim-buster
#60
robguilarr
closed
1 year ago
0
Dockerfile reduced size for image
#59
robguilarr
closed
1 year ago
0
Modular Pipeline renamed
#58
robguilarr
closed
1 year ago
0
Viz Trigger Script Pointed
#57
robguilarr
closed
1 year ago
0
Docker File + Spark Integration + Kedro Viz + Simplified
#56
robguilarr
closed
1 year ago
0
Port changed in Docker file
#55
robguilarr
closed
1 year ago
0
Docker File: ipython version adapted to 3.9
#54
robguilarr
closed
1 year ago
0
Docker File + Spark Integration + Kedro Viz
#53
robguilarr
closed
1 year ago
0
Dockerfile + Spark Integration
#52
robguilarr
closed
1 year ago
0
Simplified VIZ Deploy
#51
robguilarr
closed
1 year ago
0
Run viz - CD TEST
#50
robguilarr
closed
1 year ago
0
Dockerfile + Spark 3.3.1 integration
#49
robguilarr
closed
1 year ago
0
Dockerfile created
#48
robguilarr
closed
1 year ago
0
Updated the views data for the GCP container host + documentation added for each module
#47
robguilarr
closed
1 year ago
0
README file updated
#46
robguilarr
closed
1 year ago
0
Retention Plot Refactored - default option enabled
#45
robguilarr
closed
1 year ago
0
GCP config w/ Hadoop Integration + Kedro Viz Setup - 2.0
#44
robguilarr
closed
1 year ago
0
GCP configuration + Hadoop integration enabled
#43
robguilarr
closed
1 year ago
0
GCP configuration in progress - Pyspark still pending to test
#42
robguilarr
closed
1 year ago
0
Retention plot module added
#41
robguilarr
closed
1 year ago
0
New pipeline node - player_cluster_activity_concatenator
#40
robguilarr
closed
1 year ago
0
Plotly generator added for centroids of KMeans algo outputs
#39
robguilarr
closed
1 year ago
0
Player Cohorts Classifier Node Segmented
#38
robguilarr
closed
1 year ago
0
Player Clustering Node Added
#37
robguilarr
closed
1 year ago
0
Feature Selector Node Added
#36
robguilarr
closed
1 year ago
0
Feature Scaler Node added
#35
robguilarr
closed
1 year ago
0
KMeans Visual added
#34
robguilarr
closed
1 year ago
0
KMeans clustering experimenting notebook - transformer instance
#33
robguilarr
closed
1 year ago
0
Clustering notebook added
#32
robguilarr
closed
1 year ago
0
Idle pipelines deleted, clustering experimentation notebook added
#31
robguilarr
closed
1 year ago
0
README file partially updated
#30
robguilarr
closed
1 year ago
1
Finished last pipeline refactoring
#29
robguilarr
closed
1 year ago
0
Battlelogs Preprocess node descriptions improved
#28
robguilarr
closed
1 year ago
0
Activity Segmentation Node refactored
#27
robguilarr
closed
1 year ago
0
Battlelogs decontructor Node Refactored
#26
robguilarr
closed
1 year ago
0
Update on test requirements
#25
robguilarr
closed
1 year ago
0
Test PR
#24
robguilarr
closed
1 year ago
0
Complete refactoring using black
#23
robguilarr
closed
1 year ago
0
Test requirements included
#22
robguilarr
closed
1 year ago
0
Requirements file modified and data folder added
#21
robguilarr
closed
1 year ago
0
metadata_preparation node added and tested (#16) attempt. 2
#20
robguilarr
closed
1 year ago
0
Develop ra
#19
robguilarr
closed
1 year ago
0
Metadata Processed - Merge
#18
robguilarr
closed
1 year ago
0
Player clustering based on metadata
#17
robguilarr
closed
1 year ago
0
metadata_preparation node added and tested
#16
robguilarr
closed
1 year ago
0
Player metadata request column bug fixed - format pending
#15
robguilarr
closed
1 year ago
0
Data Visualization
#14
robguilarr
closed
1 year ago
0
Ratio Indicators
#13
robguilarr
closed
1 year ago
2
Player characterization
#12
robguilarr
closed
1 year ago
1
Activity transformer
#11
robguilarr
closed
1 year ago
2
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