a-son1028/algorithm

Python

✨ToyPythonML✨

Compatibility

make sure you installed api/requirements.txt

Run project

git clone https://github.com/dinhvandai63/ToyPythonML.git
cd ToyPythonML/api
python3 api.py

now Running on http://127.0.0.1:5000

Function

/EM/predict
/SVM/LinearSVC/predict
/ML/:algorithm_name

    #algorithm_name is
    - GradientBoostingClassifier
    - AdaBoostClassifier
    - GradientBoostingRegressor

example

curl --location --request POST 'http://localhost:5000/EM/predict' \
--header 'Content-Type: application/json' \
--data-raw '{
    "train":  [["x","x","labeled"],["x","x","labeled"],["x","x","labeled"]],
    "test": [["x","x","label"],["x","x","label"],["x","x","label"]]
}'

if test Set data is unlabel, you need to add label is nil

return

{
    "score": 0,
    "status": "success",
    "yPredict": []
}