junte/ML
1
0
Fork 0
mirror of https://github.com/Hestia-Homes/ML.git synced 2026-06-30 13:10:43 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions

better model

Browse source
This commit is contained in:
Michael Duong 2023-09-10 17:48:17 +01:00
parent c4052a0c50
commit 3fe87603db
2 changed files with 21 additions and 21 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

2
modules/ml-pipeline/src/pipeline/src/configs/prepare_data.yaml
View file

@ -1,6 +1,6 @@
dataclient_type: minio dataclient_type: minio
data_location: s3://dev_bucket data_location: s3://dev_bucket
train_proportion: 0.7 train_proportion: 0.8
output_train_filepath: ./data/prepared_data/train.parquet output_train_filepath: ./data/prepared_data/train.parquet
output_test_filepath: ./data/prepared_data/test.parquet output_test_filepath: ./data/prepared_data/test.parquet

40
modules/ml-pipeline/src/pipeline/src/dvc.lock
View file

@ -11,12 +11,12 @@ stages:
configs/prepare_data.yaml: configs/prepare_data.yaml:
output_test_filepath: ./data/prepared_data/test.parquet output_test_filepath: ./data/prepared_data/test.parquet
output_train_filepath: ./data/prepared_data/train.parquet output_train_filepath: ./data/prepared_data/train.parquet
train_proportion: 0.7 train_proportion: 0.8
outs: outs:
- path: data/prepared_data/ - path: data/prepared_data/
hash: md5 hash: md5
md5: fdb2377affab10953f85fdf280ee897b.dir md5: f0d462fe6b1a856a827409a745539285.dir
size: 36663 size: 36169
nfiles: 2 nfiles: 2
build_model: build_model:
cmd: python build_model.py cmd: python build_model.py
@ -27,8 +27,8 @@ stages:
size: 3576 size: 3576
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: fdb2377affab10953f85fdf280ee897b.dir md5: f0d462fe6b1a856a827409a745539285.dir
size: 36663 size: 36169
nfiles: 2 nfiles: 2
params: params:
configs/build_model.yaml: configs/build_model.yaml:
@ -41,7 +41,7 @@ stages:
outs: outs:
- path: data/model/ - path: data/model/
hash: md5 hash: md5
md5: 7afb942aee47aa6da23f7dec7ce666a8.dir md5: fb7ae4137b445dc91e840b794d72e940.dir
size: 1096 size: 1096
nfiles: 1 nfiles: 1
generate_predictions: generate_predictions:
@ -49,18 +49,18 @@ stages:
deps: deps:
- path: data/model - path: data/model
hash: md5 hash: md5
md5: 7afb942aee47aa6da23f7dec7ce666a8.dir md5: fb7ae4137b445dc91e840b794d72e940.dir
size: 1096 size: 1096
nfiles: 1 nfiles: 1
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: fdb2377affab10953f85fdf280ee897b.dir md5: f0d462fe6b1a856a827409a745539285.dir
size: 36663 size: 36169
nfiles: 2 nfiles: 2
- path: generate_predictions.py - path: generate_predictions.py
hash: md5 hash: md5
md5: 219c7b2aa920b14d4bb7a1ef7df0ea1b md5: 424b9d89045eaf8a5a167ab2e0e363ae
size: 3420 size: 3400
params: params:
configs/generate_predictions.yaml: configs/generate_predictions.yaml:
predictions_column_name: predictions predictions_column_name: predictions
@ -69,26 +69,26 @@ stages:
outs: outs:
- path: data/predictions/ - path: data/predictions/
hash: md5 hash: md5
md5: 25bb58c06ce3bc7ef20de87298db1567.dir md5: 4d5854903b25bdae15d99c934ebcfb99.dir
size: 2949 size: 2531
nfiles: 1 nfiles: 1
generate_metrics: generate_metrics:
cmd: python generate_metrics.py cmd: python generate_metrics.py
deps: deps:
- path: data/predictions - path: data/predictions
hash: md5 hash: md5
md5: 25bb58c06ce3bc7ef20de87298db1567.dir md5: 4d5854903b25bdae15d99c934ebcfb99.dir
size: 2949 size: 2531
nfiles: 1 nfiles: 1
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: fdb2377affab10953f85fdf280ee897b.dir md5: f0d462fe6b1a856a827409a745539285.dir
size: 36663 size: 36169
nfiles: 2 nfiles: 2
- path: generate_metrics.py - path: generate_metrics.py
hash: md5 hash: md5
md5: 81f8eec20ffb542f27bde28dc028bace md5: b456e207b152298428ba79c083d1b6ff
size: 3741 size: 3728
params: params:
configs/generate_metrics.yaml: configs/generate_metrics.yaml:
metrics_output_filepath: ./metrics/metrics.json metrics_output_filepath: ./metrics/metrics.json
@ -96,5 +96,5 @@ stages:
outs: outs:
- path: metrics/metrics.json - path: metrics/metrics.json
hash: md5 hash: md5
md5: 6528bdbe67f968d8eb240533efab48d5 md5: 3c9306e992b07491ff7e642949d6bc47
size: 182 size: 182