Compare commits
No commits in common. "master" and "master_copy" have entirely different histories.
master
...
master_cop
3
.dvc/.gitignore
vendored
3
.dvc/.gitignore
vendored
@ -1,3 +0,0 @@
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|||||||
/config.local
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||||||
/tmp
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||||||
/cache
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||||||
@ -1,4 +0,0 @@
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|||||||
[core]
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||||||
remote = ium_ssh_remote
|
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||||||
['remote "ium_ssh_remote"']
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||||||
url = ssh://ium-sftp@tzietkiewicz.vm.wmi.amu.edu.pl
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||||||
@ -1,3 +0,0 @@
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|||||||
# Add patterns of files dvc should ignore, which could improve
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||||||
# the performance. Learn more at
|
|
||||||
# https://dvc.org/doc/user-guide/dvcignore
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||||||
2
.gitignore
vendored
2
.gitignore
vendored
@ -1,2 +0,0 @@
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|||||||
/Spotify_Dataset.csv
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/spotify_songs.csv
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18
Dockerfile
18
Dockerfile
@ -1,12 +1,26 @@
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|||||||
FROM ubuntu:latest
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FROM ubuntu:latest
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||||||
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ENV KAGGLE_USERNAME=gulczas
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ENV KAGGLE_KEY=default_key
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||||||
RUN apt-get update && \
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RUN apt-get update && \
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apt-get install -y \
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apt-get install -y \
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python3 \
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python3 \
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python3-pip \
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python3-pip \
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git \
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||||||
wget \
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wget \
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||||||
unzip \
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unzip \
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||||||
&& rm -rf /var/lib/apt/lists/*
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&& rm -rf /var/lib/apt/lists/*
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RUN pip3 install pandas scikit-learn requests kaggle numpy sacred pymongo --break-system-package
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RUN pip3 install pandas scikit-learn requests kaggle numpy
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WORKDIR /app
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COPY model_creator.py /app/
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COPY use_model.py /app/
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COPY run_py_scripts.sh /app/
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RUN chmod +x model_creator.py
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RUN chmod +x use_model.py
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||||||
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CMD ["bash", "run_py_scripts.sh"]
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3
Jenkinsfile
vendored
3
Jenkinsfile
vendored
@ -4,6 +4,7 @@ pipeline {
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|||||||
parameters {
|
parameters {
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||||||
string(name: 'KAGGLE_USERNAME', defaultValue: 'gulczas', description: 'Kaggle username')
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string(name: 'KAGGLE_USERNAME', defaultValue: 'gulczas', description: 'Kaggle username')
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||||||
password(name: 'KAGGLE_KEY', defaultValue: '', description: 'Kaggle API key')
|
password(name: 'KAGGLE_KEY', defaultValue: '', description: 'Kaggle API key')
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||||||
|
string(name: 'CUTOFF', defaultValue: '90', description: 'Number of rows to cut')
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||||||
}
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}
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||||||
|
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||||||
stages {
|
stages {
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||||||
@ -26,7 +27,7 @@ pipeline {
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|||||||
"KAGGLE_USERNAME=${env.KAGGLE_USERNAME}",
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"KAGGLE_USERNAME=${env.KAGGLE_USERNAME}",
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||||||
"KAGGLE_KEY=${env.KAGGLE_KEY}"])
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"KAGGLE_KEY=${env.KAGGLE_KEY}"])
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||||||
{
|
{
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||||||
sh "bash ./download_dataset.sh"
|
sh "bash ./download_dataset.sh ${params.CUTOFF}"
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||||||
}
|
}
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||||||
}
|
}
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||||||
}
|
}
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||||||
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|||||||
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|||||||
pipeline {
|
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||||||
agent any
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|
||||||
|
|
||||||
parameters {
|
|
||||||
string(name: 'KAGGLE_USERNAME', defaultValue: 'gulczas', description: 'Kaggle username')
|
|
||||||
password(name: 'KAGGLE_KEY', defaultValue: '', description: 'Kaggle API key')
|
|
||||||
}
|
|
||||||
|
|
||||||
stages {
|
|
||||||
stage('Clone Repository') {
|
|
||||||
steps {
|
|
||||||
git 'https://git.wmi.amu.edu.pl/s464953/ium_464953.git'
|
|
||||||
}
|
|
||||||
}
|
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||||||
|
|
||||||
stage('Download datasets') {
|
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||||||
steps {
|
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||||||
withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}", "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
|
|
||||||
sh "bash ./download_dataset.sh"
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
stage('Build and Run Experiments') {
|
|
||||||
agent {
|
|
||||||
dockerfile {
|
|
||||||
reuseNode true
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
environment {
|
|
||||||
KAGGLE_USERNAME = "${params.KAGGLE_USERNAME}"
|
|
||||||
KAGGLE_KEY = "${params.KAGGLE_KEY}"
|
|
||||||
}
|
|
||||||
|
|
||||||
steps {
|
|
||||||
sh 'chmod +x sacred/sacred_model_creator.py'
|
|
||||||
sh 'python3 sacred/sacred_model_creator.py'
|
|
||||||
sh 'chmod +x sacred/sacred_use_model.py'
|
|
||||||
sh 'python3 sacred/sacred_use_model.py'
|
|
||||||
}
|
|
||||||
}
|
|
||||||
|
|
||||||
stage('Archive Artifacts from Experiments') {
|
|
||||||
steps {
|
|
||||||
archiveArtifacts artifacts: 'my_experiment_logs/**', allowEmptyArchive: true
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
@ -1,11 +0,0 @@
|
|||||||
name: MLflow Example
|
|
||||||
|
|
||||||
conda_env: conda.yaml
|
|
||||||
|
|
||||||
entry_points:
|
|
||||||
main:
|
|
||||||
command: "python model_creator.py {max_iter}"
|
|
||||||
parameters:
|
|
||||||
max_iter: {type: int, default: 1000}
|
|
||||||
test:
|
|
||||||
command: "python use_model.py"
|
|
||||||
File diff suppressed because it is too large
Load Diff
@ -1,11 +0,0 @@
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|||||||
name: Spotify genre recognition - s464953
|
|
||||||
channels:
|
|
||||||
- defaults
|
|
||||||
dependencies:
|
|
||||||
- python=3.9
|
|
||||||
- pip
|
|
||||||
- pip:
|
|
||||||
- mlflow
|
|
||||||
- pandas
|
|
||||||
- scikit-learn
|
|
||||||
- numpy
|
|
||||||
File diff suppressed because it is too large
Load Diff
@ -1,20 +0,0 @@
|
|||||||
artifact_path: model
|
|
||||||
flavors:
|
|
||||||
python_function:
|
|
||||||
env:
|
|
||||||
conda: conda.yaml
|
|
||||||
virtualenv: python_env.yaml
|
|
||||||
loader_module: mlflow.sklearn
|
|
||||||
model_path: model.pkl
|
|
||||||
predict_fn: predict
|
|
||||||
python_version: 3.9.19
|
|
||||||
sklearn:
|
|
||||||
code: null
|
|
||||||
pickled_model: model.pkl
|
|
||||||
serialization_format: cloudpickle
|
|
||||||
sklearn_version: 1.4.2
|
|
||||||
mlflow_version: 2.12.2
|
|
||||||
model_size_bytes: 1446
|
|
||||||
model_uuid: 9026270861774aad82aee9fc231054b4
|
|
||||||
run_id: 04eba1c93f6a4510b4487ad0789fa76f
|
|
||||||
utc_time_created: '2024-05-13 21:25:05.523657'
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
channels:
|
|
||||||
- conda-forge
|
|
||||||
dependencies:
|
|
||||||
- python=3.9.19
|
|
||||||
- pip<=24.0
|
|
||||||
- pip:
|
|
||||||
- mlflow==2.12.2
|
|
||||||
- cloudpickle==3.0.0
|
|
||||||
- numpy==1.26.4
|
|
||||||
- packaging==23.1
|
|
||||||
- psutil==5.9.5
|
|
||||||
- pyyaml==6.0.1
|
|
||||||
- scikit-learn==1.4.2
|
|
||||||
- scipy==1.13.0
|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,20 +0,0 @@
|
|||||||
artifact_path: model
|
|
||||||
flavors:
|
|
||||||
python_function:
|
|
||||||
env:
|
|
||||||
conda: conda.yaml
|
|
||||||
virtualenv: python_env.yaml
|
|
||||||
loader_module: mlflow.sklearn
|
|
||||||
model_path: model.pkl
|
|
||||||
predict_fn: predict
|
|
||||||
python_version: 3.9.19
|
|
||||||
sklearn:
|
|
||||||
code: null
|
|
||||||
pickled_model: model.pkl
|
|
||||||
serialization_format: cloudpickle
|
|
||||||
sklearn_version: 1.4.2
|
|
||||||
mlflow_version: 2.12.2
|
|
||||||
model_size_bytes: 1446
|
|
||||||
model_uuid: 9026270861774aad82aee9fc231054b4
|
|
||||||
run_id: 04eba1c93f6a4510b4487ad0789fa76f
|
|
||||||
utc_time_created: '2024-05-13 21:25:05.523657'
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
channels:
|
|
||||||
- conda-forge
|
|
||||||
dependencies:
|
|
||||||
- python=3.9.19
|
|
||||||
- pip<=24.0
|
|
||||||
- pip:
|
|
||||||
- mlflow==2.12.2
|
|
||||||
- cloudpickle==3.0.0
|
|
||||||
- numpy==1.26.4
|
|
||||||
- packaging==23.1
|
|
||||||
- psutil==5.9.5
|
|
||||||
- pyyaml==6.0.1
|
|
||||||
- scikit-learn==1.4.2
|
|
||||||
- scipy==1.13.0
|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
build_dependencies:
|
|
||||||
- pip==24.0
|
|
||||||
- setuptools
|
|
||||||
- wheel==0.43.0
|
|
||||||
dependencies:
|
|
||||||
- -r requirements.txt
|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
cloudpickle==3.0.0
|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
scikit-learn==1.4.2
|
|
||||||
scipy==1.13.0
|
|
||||||
Binary file not shown.
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
build_dependencies:
|
|
||||||
- pip==24.0
|
|
||||||
- setuptools
|
|
||||||
- wheel==0.43.0
|
|
||||||
dependencies:
|
|
||||||
- -r requirements.txt
|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
cloudpickle==3.0.0
|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
scikit-learn==1.4.2
|
|
||||||
scipy==1.13.0
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
artifact_uri: file:///D:/studia/inzynieria%20uczenia%20maszynowego/ium_464953/MLProject/mlruns/0/04eba1c93f6a4510b4487ad0789fa76f/artifacts
|
|
||||||
end_time: 1715635510283
|
|
||||||
entry_point_name: ''
|
|
||||||
experiment_id: '0'
|
|
||||||
lifecycle_stage: active
|
|
||||||
run_id: 04eba1c93f6a4510b4487ad0789fa76f
|
|
||||||
run_name: valuable-goat-689
|
|
||||||
run_uuid: 04eba1c93f6a4510b4487ad0789fa76f
|
|
||||||
source_name: ''
|
|
||||||
source_type: 4
|
|
||||||
source_version: ''
|
|
||||||
start_time: 1715635487472
|
|
||||||
status: 3
|
|
||||||
tags: []
|
|
||||||
user_id: Michał
|
|
||||||
@ -1 +0,0 @@
|
|||||||
1715635505497 0.4782608695652174 0
|
|
||||||
@ -1 +0,0 @@
|
|||||||
1000
|
|
||||||
@ -1 +0,0 @@
|
|||||||
LogisticRegression
|
|
||||||
@ -1 +0,0 @@
|
|||||||
0.1
|
|
||||||
@ -1 +0,0 @@
|
|||||||
https://git.wmi.amu.edu.pl/s464953/ium_464953.git
|
|
||||||
@ -1 +0,0 @@
|
|||||||
[{"run_id": "04eba1c93f6a4510b4487ad0789fa76f", "artifact_path": "model", "utc_time_created": "2024-05-13 21:25:05.523657", "flavors": {"python_function": {"model_path": "model.pkl", "predict_fn": "predict", "loader_module": "mlflow.sklearn", "python_version": "3.9.19", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}, "sklearn": {"pickled_model": "model.pkl", "sklearn_version": "1.4.2", "serialization_format": "cloudpickle", "code": null}}, "model_uuid": "9026270861774aad82aee9fc231054b4", "mlflow_version": "2.12.2", "model_size_bytes": 1446}]
|
|
||||||
@ -1 +0,0 @@
|
|||||||
local
|
|
||||||
@ -1 +0,0 @@
|
|||||||
main
|
|
||||||
@ -1 +0,0 @@
|
|||||||
conda
|
|
||||||
@ -1 +0,0 @@
|
|||||||
valuable-goat-689
|
|
||||||
@ -1 +0,0 @@
|
|||||||
390d6b118b45f3613f049b5cf665ff66ca00cbd5
|
|
||||||
@ -1 +0,0 @@
|
|||||||
https://git.wmi.amu.edu.pl/s464953/ium_464953.git
|
|
||||||
@ -1 +0,0 @@
|
|||||||
file://D:\studia\inzynieria uczenia maszynowego\ium_464953#\MLProject
|
|
||||||
@ -1 +0,0 @@
|
|||||||
PROJECT
|
|
||||||
@ -1 +0,0 @@
|
|||||||
Michał
|
|
||||||
@ -1,20 +0,0 @@
|
|||||||
artifact_path: model
|
|
||||||
flavors:
|
|
||||||
python_function:
|
|
||||||
env:
|
|
||||||
conda: conda.yaml
|
|
||||||
virtualenv: python_env.yaml
|
|
||||||
loader_module: mlflow.sklearn
|
|
||||||
model_path: model.pkl
|
|
||||||
predict_fn: predict
|
|
||||||
python_version: 3.9.19
|
|
||||||
sklearn:
|
|
||||||
code: null
|
|
||||||
pickled_model: model.pkl
|
|
||||||
serialization_format: cloudpickle
|
|
||||||
sklearn_version: 1.4.2
|
|
||||||
mlflow_version: 2.12.2
|
|
||||||
model_size_bytes: 1446
|
|
||||||
model_uuid: b733a1b574ba4815ac1f2887d47fe45c
|
|
||||||
run_id: 2e98f71c04cd4e21a26b13ae9daaf43b
|
|
||||||
utc_time_created: '2024-05-13 21:21:21.420484'
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
channels:
|
|
||||||
- conda-forge
|
|
||||||
dependencies:
|
|
||||||
- python=3.9.19
|
|
||||||
- pip<=24.0
|
|
||||||
- pip:
|
|
||||||
- mlflow==2.12.2
|
|
||||||
- cloudpickle==3.0.0
|
|
||||||
- numpy==1.26.4
|
|
||||||
- packaging==23.1
|
|
||||||
- psutil==5.9.5
|
|
||||||
- pyyaml==6.0.1
|
|
||||||
- scikit-learn==1.4.2
|
|
||||||
- scipy==1.13.0
|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,20 +0,0 @@
|
|||||||
artifact_path: model
|
|
||||||
flavors:
|
|
||||||
python_function:
|
|
||||||
env:
|
|
||||||
conda: conda.yaml
|
|
||||||
virtualenv: python_env.yaml
|
|
||||||
loader_module: mlflow.sklearn
|
|
||||||
model_path: model.pkl
|
|
||||||
predict_fn: predict
|
|
||||||
python_version: 3.9.19
|
|
||||||
sklearn:
|
|
||||||
code: null
|
|
||||||
pickled_model: model.pkl
|
|
||||||
serialization_format: cloudpickle
|
|
||||||
sklearn_version: 1.4.2
|
|
||||||
mlflow_version: 2.12.2
|
|
||||||
model_size_bytes: 1446
|
|
||||||
model_uuid: b733a1b574ba4815ac1f2887d47fe45c
|
|
||||||
run_id: 2e98f71c04cd4e21a26b13ae9daaf43b
|
|
||||||
utc_time_created: '2024-05-13 21:21:21.420484'
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
channels:
|
|
||||||
- conda-forge
|
|
||||||
dependencies:
|
|
||||||
- python=3.9.19
|
|
||||||
- pip<=24.0
|
|
||||||
- pip:
|
|
||||||
- mlflow==2.12.2
|
|
||||||
- cloudpickle==3.0.0
|
|
||||||
- numpy==1.26.4
|
|
||||||
- packaging==23.1
|
|
||||||
- psutil==5.9.5
|
|
||||||
- pyyaml==6.0.1
|
|
||||||
- scikit-learn==1.4.2
|
|
||||||
- scipy==1.13.0
|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
build_dependencies:
|
|
||||||
- pip==24.0
|
|
||||||
- setuptools
|
|
||||||
- wheel==0.43.0
|
|
||||||
dependencies:
|
|
||||||
- -r requirements.txt
|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
cloudpickle==3.0.0
|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
scikit-learn==1.4.2
|
|
||||||
scipy==1.13.0
|
|
||||||
Binary file not shown.
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
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|
|
||||||
- pip==24.0
|
|
||||||
- setuptools
|
|
||||||
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|
|
||||||
dependencies:
|
|
||||||
- -r requirements.txt
|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
cloudpickle==3.0.0
|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
scikit-learn==1.4.2
|
|
||||||
scipy==1.13.0
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
artifact_uri: file:///D:/studia/inzynieria%20uczenia%20maszynowego/ium_464953/MLProject/mlruns/0/2e98f71c04cd4e21a26b13ae9daaf43b/artifacts
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|
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|
||||||
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|
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||||||
user_id: Michał
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|
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|
|||||||
1715635281395 0.4782608695652174 0
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|
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@ -1 +0,0 @@
|
|||||||
1000
|
|
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@ -1 +0,0 @@
|
|||||||
LogisticRegression
|
|
||||||
@ -1 +0,0 @@
|
|||||||
0.1
|
|
||||||
@ -1 +0,0 @@
|
|||||||
https://git.wmi.amu.edu.pl/s464953/ium_464953.git
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|
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|
|
||||||
@ -1 +0,0 @@
|
|||||||
local
|
|
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|
|||||||
main
|
|
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@ -1 +0,0 @@
|
|||||||
conda
|
|
||||||
@ -1 +0,0 @@
|
|||||||
illustrious-shark-67
|
|
||||||
@ -1 +0,0 @@
|
|||||||
390d6b118b45f3613f049b5cf665ff66ca00cbd5
|
|
||||||
@ -1 +0,0 @@
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|||||||
https://git.wmi.amu.edu.pl/s464953/ium_464953.git
|
|
||||||
@ -1 +0,0 @@
|
|||||||
file://D:\studia\inzynieria uczenia maszynowego\ium_464953#\MLProject
|
|
||||||
@ -1 +0,0 @@
|
|||||||
PROJECT
|
|
||||||
@ -1 +0,0 @@
|
|||||||
Michał
|
|
||||||
@ -1,20 +0,0 @@
|
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|
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|
|
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loader_module: mlflow.sklearn
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
sklearn:
|
|
||||||
code: null
|
|
||||||
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|
|
||||||
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|
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|
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|
||||||
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|
||||||
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|
|
||||||
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|
|||||||
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|
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|
|
||||||
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|
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|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,20 +0,0 @@
|
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|
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loader_module: mlflow.sklearn
|
|
||||||
model_path: model.pkl
|
|
||||||
predict_fn: predict
|
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||||||
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||||||
code: null
|
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||||||
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||||||
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||||||
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|
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|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
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|
||||||
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|
|
||||||
dependencies:
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
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|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
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|
|
||||||
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|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
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|
|
||||||
scipy==1.13.0
|
|
||||||
Binary file not shown.
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
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|
|
||||||
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|
|
||||||
- setuptools
|
|
||||||
- wheel==0.43.0
|
|
||||||
dependencies:
|
|
||||||
- -r requirements.txt
|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
cloudpickle==3.0.0
|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
scikit-learn==1.4.2
|
|
||||||
scipy==1.13.0
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
artifact_uri: file:///D:/studia/inzynieria%20uczenia%20maszynowego/ium_464953/MLProject/mlruns/0/71242ca0b6f446d89f411c36212b6761/artifacts
|
|
||||||
end_time: 1715633872371
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|
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entry_point_name: ''
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|
||||||
experiment_id: '0'
|
|
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|
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run_id: 71242ca0b6f446d89f411c36212b6761
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|
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run_name: industrious-gull-774
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|
||||||
run_uuid: 71242ca0b6f446d89f411c36212b6761
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|
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|
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source_type: 4
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|
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start_time: 1715633850262
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|
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status: 3
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|
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tags: []
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|
||||||
user_id: Michał
|
|
||||||
@ -1 +0,0 @@
|
|||||||
1715633867196 0.4782608695652174 0
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|
||||||
@ -1 +0,0 @@
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|||||||
1000
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|
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@ -1 +0,0 @@
|
|||||||
LogisticRegression
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|
||||||
@ -1 +0,0 @@
|
|||||||
0.1
|
|
||||||
@ -1 +0,0 @@
|
|||||||
https://git.wmi.amu.edu.pl/s464953/ium_464953.git
|
|
||||||
@ -1 +0,0 @@
|
|||||||
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|
||||||
@ -1 +0,0 @@
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local
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|||||||
main
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||||||
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|||||||
conda
|
|
||||||
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|||||||
industrious-gull-774
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|
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|||||||
390d6b118b45f3613f049b5cf665ff66ca00cbd5
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||||||
@ -1 +0,0 @@
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|||||||
https://git.wmi.amu.edu.pl/s464953/ium_464953.git
|
|
||||||
@ -1 +0,0 @@
|
|||||||
file://D:\studia\inzynieria uczenia maszynowego\ium_464953#\MLProject
|
|
||||||
@ -1 +0,0 @@
|
|||||||
PROJECT
|
|
||||||
@ -1 +0,0 @@
|
|||||||
Michał
|
|
||||||
@ -1,20 +0,0 @@
|
|||||||
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|
|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
virtualenv: python_env.yaml
|
|
||||||
loader_module: mlflow.sklearn
|
|
||||||
model_path: model.pkl
|
|
||||||
predict_fn: predict
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|
||||||
python_version: 3.9.19
|
|
||||||
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|
||||||
code: null
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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@ -1,15 +0,0 @@
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|||||||
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|
||||||
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|
||||||
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|
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|
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|
||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
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|
||||||
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||||||
@ -1,20 +0,0 @@
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
model_size_bytes: 1446
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model_uuid: c575ab1b63c840b1b87f2c5d6a51721c
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|
||||||
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|
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
name: mlflow-env
|
|
||||||
@ -1,7 +0,0 @@
|
|||||||
python: 3.9.19
|
|
||||||
build_dependencies:
|
|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
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|
||||||
- -r requirements.txt
|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
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|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
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|
||||||
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|
||||||
pyyaml==6.0.1
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|
||||||
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|
||||||
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|
||||||
Binary file not shown.
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|||||||
python: 3.9.19
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|
||||||
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|
||||||
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|
||||||
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|
|
||||||
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|
|
||||||
dependencies:
|
|
||||||
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|
|
||||||
@ -1,8 +0,0 @@
|
|||||||
mlflow==2.12.2
|
|
||||||
cloudpickle==3.0.0
|
|
||||||
numpy==1.26.4
|
|
||||||
packaging==23.1
|
|
||||||
psutil==5.9.5
|
|
||||||
pyyaml==6.0.1
|
|
||||||
scikit-learn==1.4.2
|
|
||||||
scipy==1.13.0
|
|
||||||
@ -1,15 +0,0 @@
|
|||||||
artifact_uri: file:///D:/studia/inzynieria%20uczenia%20maszynowego/ium_464953/MLProject/mlruns/0/ef10e2199a2346dabe10eb9e7bdea061/artifacts
|
|
||||||
end_time: 1715633522927
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|
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entry_point_name: ''
|
|
||||||
experiment_id: '0'
|
|
||||||
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|
||||||
run_id: ef10e2199a2346dabe10eb9e7bdea061
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|
||||||
run_name: tasteful-calf-917
|
|
||||||
run_uuid: ef10e2199a2346dabe10eb9e7bdea061
|
|
||||||
source_name: ''
|
|
||||||
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|
||||||
source_version: ''
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|
||||||
start_time: 1715633501526
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|
||||||
status: 3
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|
||||||
tags: []
|
|
||||||
user_id: Michał
|
|
||||||
@ -1 +0,0 @@
|
|||||||
1715633518483 0.4782608695652174 0
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|
||||||
@ -1 +0,0 @@
|
|||||||
1000
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|
||||||
@ -1 +0,0 @@
|
|||||||
LogisticRegression
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|
||||||
@ -1 +0,0 @@
|
|||||||
0.1
|
|
||||||
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Reference in New Issue
Block a user