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This repository has been archived by the owner on Apr 6, 2020. It is now read-only.

Issues: thoughtworks/twde-datalab

16 Open 9 Closed
16 Open 9 Closed
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Issues list

Handle large (>5GB) files in Data Pipeline bug infrastructure
#25 opened Dec 23, 2017 by arifwider
Extend unit test coverage enhancement
#24 opened Dec 20, 2017 by arifwider
Use sklearn's TimeSeriesSplit for Train/Validation split enhancement
#23 opened Dec 20, 2017 by arifwider
improve performance of 'days_off' feature generation enhancement
#21 opened Dec 18, 2017 by arifwider
Consider holiday effects beyond 'day off' feature engineering
#20 opened Dec 15, 2017 by arifwider
Add baseline algorithm to compare scores with validation strategy
#19 opened Dec 15, 2017 by arifwider
Use a neural network approach, e.g. LSTM machine learning algorithm
#18 opened Dec 15, 2017 by arifwider
Set up CD and simulate new data coming in infrastructure
#17 opened Dec 15, 2017 by arifwider
Consider weather feature engineering
#16 opened Dec 15, 2017 by emgrasmeder
Consider the price of oil feature engineering
#14 opened Dec 15, 2017 by emgrasmeder
Consider transferred holidays feature engineering
#13 opened Dec 15, 2017 by arifwider
set random seed so all test runs are deterministic validation strategy
#12 opened Dec 15, 2017 by emgrasmeder
Replace NWRMSLE? validation strategy
#11 opened Dec 14, 2017 by emgrasmeder
Recommended reading
#9 opened Dec 14, 2017 by emgrasmeder
1
decision_tree.py to save predictions enhancement
#7 opened Dec 13, 2017 by emgrasmeder
Compare performance of Random Forest to Decision Tree machine learning algorithm
#2 opened Dec 11, 2017 by emgrasmeder
1
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