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GitHub / HDI-Project / ATM
Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HDI-Project%2FATM
Stars: 523
Forks: 140
Open Issues: 18
License: mit
Language: Python
Repo Size: 8.57 MB
Dependencies:
20
Created: over 7 years ago
Updated: about 1 month ago
Last pushed: about 4 years ago
Last synced: 14 days ago
Topics: automl, data-science, distributed-computing, hyperparameter-optimization, machine-learning
Files
Dependencies
- Werkzeug >=0.15,<1.0
- baytune >=0.2.5,<0.3
- boto3 >=1.9.146,<2
- docutils >=0.10,<0.15
- flask >=1.0.2,<2
- flask-restless >=0.17.0,<0.18
- flask-restless-swagger-2 ==0.0.3
- flask-sqlalchemy >=2.3.2,<2.5
- future >=0.16.0,<0.18
- numpy >=1.13.1,<1.17
- pandas >=0.22.0,<0.25
- psutil >=5.6.1,<6
- pymysql >=0.9.3,<0.10
- python-daemon >=2.2.3,<3
- requests >=2.18.4,<3
- scikit-learn >=0.18.2,<0.22
- scipy >=0.19.1,<1.4
- simplejson >=3.16.0,<4
- sqlalchemy >=1.1.14,<1.4
- tqdm >=4.31.1,<5