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DS420-Cobras
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DS420-Cobras
Python code for our KDD Cup 2018 (Cup of Fresh Air) compeititon
The Unlicense
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Excel file for score comparison
#67
ybhandari
closed
6 years ago
0
Merge leo_v2 into mainline
#66
LeoSalemann
opened
6 years ago
0
Merge venkata changes into leo_v2
#65
LeoSalemann
opened
6 years ago
0
Start the Final Report
#64
LeoSalemann
opened
6 years ago
0
Split Beijing vs. London processing, handle custom feature engineering paths
#63
LeoSalemann
closed
6 years ago
4
Fixed merge conflict and created new StationHourMedian model
#62
ybhandari
closed
6 years ago
0
Added Mean Median Ensamble
#61
ybhandari
closed
6 years ago
0
Add support for station wise Lasso and Median fit
#60
ybhandari
closed
6 years ago
0
Go back to the random shuffle
#59
ybhandari
closed
6 years ago
0
Log file improvements
#58
ybhandari
closed
6 years ago
0
Feature engineer darksky forecast data (fill NaNs)
#57
ghand1
opened
6 years ago
1
Latest weather data
#56
ybhandari
closed
6 years ago
0
Always use the last kfold
#55
ybhandari
closed
6 years ago
0
Today's result submission
#54
ybhandari
closed
6 years ago
0
Update with the latest weather data
#53
ybhandari
closed
6 years ago
0
Add support for Smape fit
#52
ybhandari
closed
6 years ago
0
Use absolute values instead of negative values
#51
ybhandari
closed
6 years ago
0
Performance and reliability improvements
#50
ybhandari
closed
6 years ago
0
Robustness improvements to main
#49
ybhandari
closed
6 years ago
0
Support submissions from main.py
#48
ybhandari
closed
6 years ago
0
Use the new weather API
#47
ybhandari
closed
6 years ago
0
Single script for London and Beijing
#46
ybhandari
closed
6 years ago
0
Main py cleanup
#45
ybhandari
closed
6 years ago
0
Verify External Data Compliance
#44
LeoSalemann
opened
6 years ago
0
jupyter notebook eda with feature exploration
#43
ghand1
closed
6 years ago
0
Use group means for prediction
#42
ybhandari
closed
6 years ago
0
Geo: First-Ring Neighbors
#41
LeoSalemann
opened
6 years ago
0
Geo: Long-Distance Neigbors
#40
LeoSalemann
opened
6 years ago
0
Created a fast submission script
#39
ybhandari
closed
6 years ago
0
Geo: Terrain & Environment
#38
LeoSalemann
opened
6 years ago
0
Geo: Nearest-Neighbor
#37
LeoSalemann
opened
6 years ago
0
Use previous values for prediction
#36
ybhandari
closed
6 years ago
0
Test train split
#35
ybhandari
closed
6 years ago
0
First rough Linear regeression analysis for Beijing
#34
ybhandari
closed
6 years ago
0
Minor refactoring
#33
ybhandari
closed
6 years ago
0
Geospatial Deep-Dive
#32
LeoSalemann
closed
6 years ago
0
Unit test for GetPandasDataframes
#31
ybhandari
closed
6 years ago
0
Geospatial Data Exploration
#30
LeoSalemann
closed
6 years ago
0
Remove comments from main.py
#29
ybhandari
closed
6 years ago
0
Remove comments from main.py
#28
ybhandari
closed
6 years ago
0
David to set up his Dev environment
#27
LeoSalemann
closed
6 years ago
2
Explore data with Azure-TDSP-Utilities/IDEAR
#26
LeoSalemann
opened
6 years ago
0
Include submit_preds.py into the vs project
#25
ybhandari
closed
6 years ago
0
Support Pandas dataframe and VS cleanup
#24
ybhandari
closed
6 years ago
0
Import required data from KDD CUP of Fresh Air website
#23
LeoSalemann
closed
6 years ago
0
Create automated test to verify that end to end data pipeline is working
#22
ybhandari
opened
6 years ago
0
Create a service to automatically pull data and submit results
#21
ybhandari
opened
6 years ago
0
Create merged pandas data frame
#20
ybhandari
closed
6 years ago
0
Create sample submission file
#19
ybhandari
closed
6 years ago
0
Create code for submitting results
#18
ybhandari
closed
6 years ago
1
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