autogen/setup.py

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import setuptools
import os
here = os.path.abspath(os.path.dirname(__file__))
with open("README.md", "r") as fh:
long_description = fh.read()
# Get the code version
version = {}
with open(os.path.join(here, "flaml/version.py")) as fp:
exec(fp.read(), version)
__version__ = version["__version__"]
install_requires = [
"NumPy>=1.16.2",
"lightgbm>=2.3.1",
"xgboost>=0.90",
"scipy>=1.4.1",
"catboost>=0.23",
"scikit-learn>=0.23.2",
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],
setuptools.setup(
name="FLAML",
version=__version__,
author="Microsoft Corporation",
author_email="hpo@microsoft.com",
description="A fast and lightweight autoML system",
long_description=long_description,
long_description_content_type="text/markdown",
url="https://github.com/microsoft/FLAML",
packages=setuptools.find_packages(),
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install_requires=install_requires,
extras_require={
"notebook": [
"openml==0.10.2",
"jupyter",
"matplotlib==3.2.0",
"rgf-python",
Add ChaCha (#92) * pickle the AutoML object * get best model per estimator * test deberta * stateless API * pickle the AutoML object * get best model per estimator * test deberta * stateless API * prevent divide by zero * test roberta * BlendSearchTuner * sync * version number * update gitignore * delta time * reindex columns when dropping int-indexed columns * add seed * add seed in Args * merge * init upload of ChaCha * remove redundancy * add back catboost * improve AutoVW API * set min_resource_lease in VWOnlineTrial * docstr * rename * docstr * add docstr * improve API and documentation * fix name * docstr * naming * remove max_resource in scheduler * add TODO in flow2 * remove redundancy in rearcher * add input type * adapt code from ray.tune * move files * naming * documentation * fix import error * fix format issues * remove cb in worse than test * improve _generate_all_comb * remove ray tune * naming * VowpalWabbitTrial * import error * import error * merge test code * scheduler import * fix import * remove * import, minor bug and version * Float or Categorical * fix default * add test_autovw.py * add vowpalwabbit and openml * lint * reorg * lint * indent * add autovw notebook * update notebook * update log msg and autovw notebook * update autovw notebook * update autovw notebook * add available strings for model_select_policy * string for metric * Update vw format in flaml/onlineml/trial.py Co-authored-by: olgavrou <olgavrou@gmail.com> * make init_config optional * add _setup_trial_runner and update notebook * space Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qiw@microsoft.com> Co-authored-by: olgavrou <olgavrou@gmail.com>
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"vowpalwabbit",
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],
"test": [
"flake8>=3.8.4",
"pytest>=6.1.1",
"coverage>=5.3",
"xgboost<1.3",
"rgf-python",
"optuna==2.8.0",
Add ChaCha (#92) * pickle the AutoML object * get best model per estimator * test deberta * stateless API * pickle the AutoML object * get best model per estimator * test deberta * stateless API * prevent divide by zero * test roberta * BlendSearchTuner * sync * version number * update gitignore * delta time * reindex columns when dropping int-indexed columns * add seed * add seed in Args * merge * init upload of ChaCha * remove redundancy * add back catboost * improve AutoVW API * set min_resource_lease in VWOnlineTrial * docstr * rename * docstr * add docstr * improve API and documentation * fix name * docstr * naming * remove max_resource in scheduler * add TODO in flow2 * remove redundancy in rearcher * add input type * adapt code from ray.tune * move files * naming * documentation * fix import error * fix format issues * remove cb in worse than test * improve _generate_all_comb * remove ray tune * naming * VowpalWabbitTrial * import error * import error * merge test code * scheduler import * fix import * remove * import, minor bug and version * Float or Categorical * fix default * add test_autovw.py * add vowpalwabbit and openml * lint * reorg * lint * indent * add autovw notebook * update notebook * update log msg and autovw notebook * update autovw notebook * update autovw notebook * add available strings for model_select_policy * string for metric * Update vw format in flaml/onlineml/trial.py Co-authored-by: olgavrou <olgavrou@gmail.com> * make init_config optional * add _setup_trial_runner and update notebook * space Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qiw@microsoft.com> Co-authored-by: olgavrou <olgavrou@gmail.com>
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"vowpalwabbit",
"openml",
"transformers==4.4.1",
"wandb==0.10.26",
"torch==1.8.1",
"datasets==1.4.1",
"azure-storage-blob",
"statsmodels>=0.12.2"
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],
"blendsearch": [
"optuna==2.8.0"
],
"ray": [
"ray[tune]==1.5.1",
"pyyaml<5.3.1",
],
"azureml": [
"azureml-mlflow",
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],
"nni": [
"nni",
],
Add ChaCha (#92) * pickle the AutoML object * get best model per estimator * test deberta * stateless API * pickle the AutoML object * get best model per estimator * test deberta * stateless API * prevent divide by zero * test roberta * BlendSearchTuner * sync * version number * update gitignore * delta time * reindex columns when dropping int-indexed columns * add seed * add seed in Args * merge * init upload of ChaCha * remove redundancy * add back catboost * improve AutoVW API * set min_resource_lease in VWOnlineTrial * docstr * rename * docstr * add docstr * improve API and documentation * fix name * docstr * naming * remove max_resource in scheduler * add TODO in flow2 * remove redundancy in rearcher * add input type * adapt code from ray.tune * move files * naming * documentation * fix import error * fix format issues * remove cb in worse than test * improve _generate_all_comb * remove ray tune * naming * VowpalWabbitTrial * import error * import error * merge test code * scheduler import * fix import * remove * import, minor bug and version * Float or Categorical * fix default * add test_autovw.py * add vowpalwabbit and openml * lint * reorg * lint * indent * add autovw notebook * update notebook * update log msg and autovw notebook * update autovw notebook * update autovw notebook * add available strings for model_select_policy * string for metric * Update vw format in flaml/onlineml/trial.py Co-authored-by: olgavrou <olgavrou@gmail.com> * make init_config optional * add _setup_trial_runner and update notebook * space Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qiw@microsoft.com> Co-authored-by: olgavrou <olgavrou@gmail.com>
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"vw": [
"vowpalwabbit",
],
"nlp": [
"ray[tune]>=1.5.1",
"transformers",
"datasets==1.4.1",
"tensorboardX<=2.2",
"torch"
],
"forecast": [
"prophet>=1.0.1",
"statsmodels>=0.12.2"
Add ChaCha (#92) * pickle the AutoML object * get best model per estimator * test deberta * stateless API * pickle the AutoML object * get best model per estimator * test deberta * stateless API * prevent divide by zero * test roberta * BlendSearchTuner * sync * version number * update gitignore * delta time * reindex columns when dropping int-indexed columns * add seed * add seed in Args * merge * init upload of ChaCha * remove redundancy * add back catboost * improve AutoVW API * set min_resource_lease in VWOnlineTrial * docstr * rename * docstr * add docstr * improve API and documentation * fix name * docstr * naming * remove max_resource in scheduler * add TODO in flow2 * remove redundancy in rearcher * add input type * adapt code from ray.tune * move files * naming * documentation * fix import error * fix format issues * remove cb in worse than test * improve _generate_all_comb * remove ray tune * naming * VowpalWabbitTrial * import error * import error * merge test code * scheduler import * fix import * remove * import, minor bug and version * Float or Categorical * fix default * add test_autovw.py * add vowpalwabbit and openml * lint * reorg * lint * indent * add autovw notebook * update notebook * update log msg and autovw notebook * update autovw notebook * update autovw notebook * add available strings for model_select_policy * string for metric * Update vw format in flaml/onlineml/trial.py Co-authored-by: olgavrou <olgavrou@gmail.com> * make init_config optional * add _setup_trial_runner and update notebook * space Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qiw@microsoft.com> Co-authored-by: olgavrou <olgavrou@gmail.com>
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]
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},
classifiers=[
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
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],
python_requires=">=3.6",
)