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Merge pull request #99 from Hestia-Homes/sap-dev-model

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Sap dev model
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KhalimCK 2024-02-09 18:52:45 +00:00 • committed by GitHub
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2 changed files with 24 additions and 24 deletions
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2
modules/ml-pipeline/src/pipeline/configs/build_model.yaml
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@ -14,7 +14,7 @@ default:
output_filepath: ./data/model/allmodels/ output_filepath: ./data/model/allmodels/
problem_type: regression problem_type: regression
eval_metric: mean_squared_error #mean_absolute_error eval_metric: mean_squared_error #mean_absolute_error
time_limit: 400 time_limit: 4000
presets: medium_quality presets: medium_quality
excluded_model_types: ['RF', 'FASTAI', 'CAT', 'NN_TORCH', 'KNN', 'XT'] excluded_model_types: ['RF', 'FASTAI', 'CAT', 'NN_TORCH', 'KNN', 'XT']
infer_limit: 0.05 infer_limit: 0.05

46
modules/ml-pipeline/src/pipeline/dvc.lock
View file

@ -31,8 +31,8 @@ stages:
outs: outs:
- path: data/prepared_data/ - path: data/prepared_data/
hash: md5 hash: md5
md5: f85c36a5dfd31a897538b3934d5fb997.dir md5: cfaebbb77306750fcc9a39adbb40015b.dir
size: 41375196 size: 41367957
nfiles: 2 nfiles: 2
build_model: build_model:
cmd: python 2_build_model.py cmd: python 2_build_model.py
@ -43,8 +43,8 @@ stages:
size: 4820 size: 4820
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: f85c36a5dfd31a897538b3934d5fb997.dir md5: cfaebbb77306750fcc9a39adbb40015b.dir
size: 41375196 size: 41367957
nfiles: 2 nfiles: 2
params: params:
configs/build_model.yaml: configs/build_model.yaml:
@ -61,7 +61,7 @@ stages:
output_filepath: ./data/model/allmodels/ output_filepath: ./data/model/allmodels/
problem_type: regression problem_type: regression
eval_metric: mean_squared_error eval_metric: mean_squared_error
time_limit: 400 time_limit: 4000
presets: medium_quality presets: medium_quality
excluded_model_types: excluded_model_types:
- RF - RF
@ -75,17 +75,17 @@ stages:
outs: outs:
- path: data/fit_predictions/ - path: data/fit_predictions/
hash: md5 hash: md5
md5: 991e6c55826953aa7c2be573369ec96f.dir md5: f15cbb7486924de81c5bf032b5ca962d.dir
size: 3574047 size: 3572461
nfiles: 1 nfiles: 1
- path: data/model/ - path: data/model/
hash: md5 hash: md5
md5: f8a8b7462831bd46b1e2df47d73bb69d.dir md5: 5d41efafd16cda31e10a0ca1a0a19759.dir
size: 391430703 size: 798325885
nfiles: 23 nfiles: 31
- path: metrics/fit_metrics.json - path: metrics/fit_metrics.json
hash: md5 hash: md5
md5: 35a66a845854cc6fee9dd10860e216bb md5: 7790bc6b081a2c933547f67c843fef10
size: 225 size: 225
generate_predictions: generate_predictions:
cmd: python 3_generate_predictions.py cmd: python 3_generate_predictions.py
@ -96,13 +96,13 @@ stages:
size: 2464 size: 2464
- path: data/model - path: data/model
hash: md5 hash: md5
md5: f8a8b7462831bd46b1e2df47d73bb69d.dir md5: 5d41efafd16cda31e10a0ca1a0a19759.dir
size: 391430703 size: 798325885
nfiles: 23 nfiles: 31
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: f85c36a5dfd31a897538b3934d5fb997.dir md5: cfaebbb77306750fcc9a39adbb40015b.dir
size: 41375196 size: 41367957
nfiles: 2 nfiles: 2
params: params:
configs/settings.yaml: configs/settings.yaml:
@ -114,8 +114,8 @@ stages:
outs: outs:
- path: data/predictions/ - path: data/predictions/
hash: md5 hash: md5
md5: 94b7381ac318b1ca18e0bc086778f7ce.dir md5: 0f476eaeaca81fbc7fac9400c77f653a.dir
size: 626160 size: 626833
nfiles: 1 nfiles: 1
generate_metrics: generate_metrics:
cmd: python 4_generate_metrics.py cmd: python 4_generate_metrics.py
@ -126,13 +126,13 @@ stages:
size: 3484 size: 3484
- path: data/predictions - path: data/predictions
hash: md5 hash: md5
md5: 94b7381ac318b1ca18e0bc086778f7ce.dir md5: 0f476eaeaca81fbc7fac9400c77f653a.dir
size: 626160 size: 626833
nfiles: 1 nfiles: 1
- path: data/prepared_data - path: data/prepared_data
hash: md5 hash: md5
md5: f85c36a5dfd31a897538b3934d5fb997.dir md5: cfaebbb77306750fcc9a39adbb40015b.dir
size: 41375196 size: 41367957
nfiles: 2 nfiles: 2
params: params:
configs/settings.yaml: configs/settings.yaml:
@ -142,7 +142,7 @@ stages:
outs: outs:
- path: metrics/metrics.json - path: metrics/metrics.json
hash: md5 hash: md5
md5: 4d8681f7c0f41f97be52d6b1ae039c5b md5: e000a99df92dc0c7ca86b020cbcd6b5b
size: 224 size: 224
startup_cleanup: startup_cleanup:
cmd: python 0_startup_cleanup.py cmd: python 0_startup_cleanup.py