kowaalczyk astronomical-classification issues

kowaalczyk / astronomical-classification

201st place (top 19%) submission for PLAsTiCC Astronomical Classification Kaggle Competition, team MIMUW E L I T E.

https://www.kaggle.com/c/PLAsTiCC-2018

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issues

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Final run

#61 kowaalczyk closed 5 years ago
0
Add oversampling to LGBM

#60 kowaalczyk closed 5 years ago
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Feedforward neural net (mlp)

#59 kowaalczyk closed 5 years ago
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LSTM+CNN for time series classification

#58 kowaalczyk opened 5 years ago
0
Add features from latest kernel

#57 kowaalczyk opened 5 years ago
0
Add class 6 features

#56 kowaalczyk opened 5 years ago
0
Add plotting of confusion matrix to our library

#55 kowaalczyk opened 5 years ago
0
Add features

#54 kowaalczyk opened 5 years ago
2
Build autoencoder for feature extraction (use hidden layer outputs as features to train classifier)

#53 kowaalczyk opened 5 years ago
1
Find the best way of computing class_99 probabilities based on classifier output for other classes

#52 kowaalczyk opened 5 years ago
0
Save feature importances to custom path in train_xgb

#51 kowaalczyk closed 5 years ago
0
Find clusters that might allow for successful independent training of the classifiers

#50 kowaalczyk opened 5 years ago
1
Remove irrelevant features from the currently used set

#49 kowaalczyk closed 5 years ago
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Add mlflow wrapper and tutorial

#48 kowaalczyk closed 5 years ago
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Refactor

#47 radrow closed 5 years ago
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Design experiments to perform over next days

#46 kowaalczyk closed 5 years ago
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Check for bugs in code from kernel

#45 kowaalczyk closed 5 years ago
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Refactor code from kernel to plasticc library

#44 kowaalczyk closed 5 years ago
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Setup mlflow workflow

#43 kowaalczyk closed 5 years ago
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Prediction scripts

#42 radrow closed 5 years ago
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Research which features are worth eliminating.

#41 kowaalczyk opened 5 years ago
0
Implement MultiDataset class

#40 kowaalczyk closed 5 years ago
1
Simple and tsfresh features matching ones extracted in the Kaggle score=1.2

#39 kowaalczyk closed 5 years ago
1
Model training implemented to be the same as Kaggle score=1.2

#38 kowaalczyk opened 5 years ago
2
Multi log loss from kaggle competition

#37 mkfilipiuk closed 5 years ago
0
Generate ideas for more features and design consistent call API for feature adders.

#36 kowaalczyk closed 5 years ago
1
Missing data imputation strategies

#35 kowaalczyk opened 5 years ago
0
Feature/tsfresh features

#34 kowaalczyk closed 5 years ago
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Fixed fun args

#33 kowaalczyk closed 5 years ago
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Implement model-agnostic bagging ensemble.

#32 kowaalczyk opened 5 years ago
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Run XGB on test set and submit to Kaggle

#31 kowaalczyk closed 5 years ago
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LightGBM Model

#30 kowaalczyk closed 5 years ago
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CatBoost Model

#29 kowaalczyk closed 5 years ago
2
"Simple" featurization leaves index columns in the middle of test data

#28 radrow closed 5 years ago
0
Feature/simple features

#27 kowaalczyk closed 5 years ago
2
Featurization `simple` is not compatible with new Dataset class

#26 radrow closed 5 years ago
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Created Dataset wrapper to ease loading csv.

#25 mkfilipiuk closed 6 years ago
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Script with features from the forum

#24 kowaalczyk opened 6 years ago
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Implement metric from Kaggle in metrics.py

#23 kowaalczyk closed 5 years ago
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Fix Dataset wrapper

#22 kowaalczyk closed 5 years ago
0
Feature/simple features

#21 kowaalczyk closed 6 years ago
1
Toplevel prediction pipeline

#20 radrow closed 5 years ago
0
Fix requirements.txt

#19 radrow closed 6 years ago
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Add dataset wrapper

#18 kowaalczyk closed 6 years ago
1
Feature/training and cross validation

#17 radrow closed 5 years ago
3
Fixed download script

#16 radrow closed 6 years ago
1
Combine anomaly detection with classifiers - DISCUSS AT THE NEXT MEETING

#15 kowaalczyk opened 6 years ago
0
Tsfresh featurize script

#14 kowaalczyk closed 5 years ago
0
Predict batch-by-batch script for XGBoost

#13 kowaalczyk closed 5 years ago
2
Training & cross-validation script

#12 kowaalczyk closed 5 years ago
0