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chuangcaleb
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music-theme-recognition
Multi-label classifier models to predict themes/motifs in musical composition.
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Read/Write files with context managers
#49
chuangcaleb
opened
2 years ago
0
Metric: G-mean and weighted accuracy
#48
chuangcaleb
opened
2 years ago
0
Build feature_id list according to definitions.xml
#47
chuangcaleb
opened
2 years ago
0
create_db to append new midi files discovered
#46
chuangcaleb
opened
2 years ago
0
Scale feature data
#45
chuangcaleb
opened
2 years ago
0
output tables to round values to 3dp
#44
chuangcaleb
closed
2 years ago
0
Model console logging
#43
chuangcaleb
opened
2 years ago
0
Export best parameters
#42
chuangcaleb
closed
2 years ago
0
Organize data output dir into subfolders
#41
chuangcaleb
closed
2 years ago
0
Skip jsymbolic if MIDI file doesn't exist
#40
chuangcaleb
opened
2 years ago
0
Export label data summary
#39
chuangcaleb
closed
2 years ago
0
Last check on final report
#38
chuangcaleb
closed
2 years ago
0
Add AdaBoostClassifier
#37
chuangcaleb
opened
2 years ago
0
Make label dataframe accepted by shape
#36
chuangcaleb
opened
2 years ago
0
Feature Importance with permutation_importance
#35
chuangcaleb
opened
2 years ago
0
Decision Tree important features
#34
chuangcaleb
closed
2 years ago
2
Ensemble classifier
#33
chuangcaleb
opened
2 years ago
0
Document and refac code
#32
chuangcaleb
opened
2 years ago
0
GUI Interface for predicting custom MIDI
#31
chuangcaleb
opened
2 years ago
0
Analyze results
#30
chuangcaleb
closed
2 years ago
0
Move label data into data/labels
#28
chuangcaleb
closed
2 years ago
0
Perform 10 iterations w/ varying rand state
#27
chuangcaleb
closed
2 years ago
0
Filter variance threshold to return df, not np
#26
chuangcaleb
closed
2 years ago
1
Store estimators as pickle, reuse in predicting script
#24
chuangcaleb
closed
2 years ago
0
CLI Interface for predicting custom MIDI
#23
chuangcaleb
opened
2 years ago
0
Display classification results
#22
chuangcaleb
closed
2 years ago
0
Feature selection with ROC-AUC or RFECV
#21
chuangcaleb
opened
2 years ago
0
Print filename for each output of console logs
#20
chuangcaleb
opened
2 years ago
0
Refactor model ipynb into different script files
#19
chuangcaleb
closed
2 years ago
0
Feature Selector System
#18
chuangcaleb
closed
2 years ago
1
Reorganize data directories
#17
chuangcaleb
closed
2 years ago
1
Write script to get dataset stats
#16
chuangcaleb
closed
2 years ago
0
Tidy report after interim feedback
#15
chuangcaleb
closed
2 years ago
0
Rename project to "Music Theme Recognition"
#14
chuangcaleb
closed
2 years ago
0
Designing the multi-label algorithm basic framework
#13
chuangcaleb
closed
2 years ago
1
jSymbolic practice
#12
chuangcaleb
closed
2 years ago
0
Filter data for usable/appropriate/label-able samples
#11
chuangcaleb
closed
2 years ago
8
Identify and Fix feature dataset anomalies
#10
chuangcaleb
closed
2 years ago
1
Extract MIDI features from filtered samples
#9
chuangcaleb
closed
2 years ago
1
Refining feature set (Draft)
#8
chuangcaleb
opened
2 years ago
7
Supervisor Meeting Notes
#7
chuangcaleb
opened
2 years ago
3
Labelling recognised MIDI
#6
chuangcaleb
closed
2 years ago
2
Refining theme label values
#5
chuangcaleb
opened
2 years ago
6
MIDI scraping script
#4
chuangcaleb
closed
2 years ago
0
Set up project folder structure
#3
chuangcaleb
closed
2 years ago
0
Setting up Tex & ref's
#2
chuangcaleb
closed
2 years ago
0
Interim (Skeleton Outline)
#1
chuangcaleb
closed
2 years ago
0