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container.yml
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/
container.yml
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name: training
version: 1.0.0
kind: compute
dependencies:
- python3
- python3-yaml
- pip
install:
- pip install lightgbm
- pip install pandas
- pip install numpy
- pip install scikit-learn
- pip install scipy
files:
- brane_train.py
entrypoint:
kind: task
exec: brane_train.py
actions:
'train':
command:
args:
- train
input:
- type: string
name: model_name
- type: string
name: eval_metric
- type: integer
name: max_depth
- type: integer
name: n_estimators
- type: real
name: learning_rate
- type: integer
name: num_leaves
- type: real
name: colsample_bytree
- type: string
name: objective
- type: boolean
name: use_local
- type: boolean
name: use_sampled_data
output:
- type: string
name: output