nipdep
/
How-to-Win-a-Data-Science-Competition-Learn-from-Top-Kagglers
mirror of https://github.com/nipdep/How-to-Win-a-Data-Science-Competition-Learn-from-Top-Kagglers.git


  
1

	
2

	
3

	
4

	
5

	
6

	
7

	
8

	
9

	
10

	
11

	
12

	
13

	
14

	
15

	
16

	
17

	
18

	
19

	
20

	
21

	
22

	
23

	
24

	
25

	
26

	
27

	
28

	
            stages:
  train_preprocess:
    cmd: python ./final_project/train_preprocess.py
    deps:
    - ./final_project/train_preprocess.py
    - ./readonly/final_project_data/sales_train.csv.gz
    - ./readonly/final_project_data/test.csv.gz
    - ./readonly/final_project_data/items.csv
    outs:
    - ./readonly/features/training_data.csv
  test_preprocess:
    cmd: python ./final_project/test_preprocess.py
    deps:
    - ./final_project/test_preprocess.py
    - ./readonly/features/training_data.csv
    - ./readonly/final_project_data/test.csv.gz
    - ./readonly/final_project_data/items.csv 
    outs:
    - ./readonly/features/testing_data.csv
  train:
    cmd: python ./final_project/train.py
    deps:
    - ./final_project/model_training.py
    - ./readonly/final_project_data/training_data.csv
    - ./readonly/final_project_data/testing_data.csv
    outs:
    - ./readonly/models/result.csv
    - ./readonly/models/lightgbm_model_1.sav