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GitHub / awslabs / mlmax
Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many design choices.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awslabs%2Fmlmax
Stars: 65
Forks: 20
Open Issues: 3
License: apache-2.0
Language: Jupyter Notebook
Repo Size: 5.12 MB
Dependencies:
84
Created: over 3 years ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: 26 days ago
Topics: inference, machine-learning, training
Files
Dependencies
- sagemaker ==2.19.0
- sagemaker-pyspark ==1.4.1
- boto3 >=1.9.213
- fsspec *
- matplotlib *
- pandas *
- pyyaml *
- s3fs *
- sagemaker >=2.22.0
- scikit-learn ==0.20.0
- stepfunctions >=2.0.0
- aws-cdk.aws-cloudwatch-actions *
- aws-cdk.aws-events *
- aws-cdk.aws-events-targets *
- aws-cdk.aws-lambda *
- aws-cdk.aws-sns *
- aws-cdk.aws_apigateway *
- aws-cdk.core *
- aws_cdk.aws_cloudwatch *
- aws_cdk.aws_ec2 *
- aws_cdk.aws_elasticloadbalancingv2 *
- aws_cdk.aws_iam *
- aws_cdk.aws_logs *
- aws_cdk.aws_secretsmanager *
- aws_cdk.aws_ssm *
- aws_cdk.custom_resources *
- awswrangler *
- black *
- boto3 *
- flake8 *
- isort *
- matplotlib *
- mypy *
- mysql-connector-python *
- numpy *
- pandas *
- plit *
- pre-commit *
- pytest *
- sagemaker *
- scikit-learn *
- seaborn *
- sphinx *
- boto3 >=1.9.213
- fsspec *
- matplotlib *
- pandas *
- pytest *
- pyyaml *
- s3fs *
- sagemaker >=2.22.0
- scikit-learn ==0.20.0
- stepfunctions >=2.0.0
- black ==19.10b0 development
- flake8 * development
- isort ==5.7.0 development
- pre-commit * development
- pydocstyle * development
- recommonmark * development
- sphinx * development
- sphinx-markdown-tables * development
- sphinx-rtd-theme * development
- tox * development
- boto3 >=1.9.213
- datatest ==0.11.1
- fsspec ==2021.8.1
- loguru ==0.5.3
- matplotlib ==3.4.3
- numpy >=1.20.0
- pandas ==1.3.2
- pytest ==6.2.5
- pytest-cov ==2.12.1
- pyyaml ==5.4.1
- s3fs ==2021.8.1
- sagemaker >=2.22.0
- scikit-learn ==0.20.0
- stepfunctions >=2.0.0
- actions/checkout v1 composite
- actions/setup-python v1 composite
- srggrs/assign-one-project-github-action 1.2.1 composite
- actions/stale v3 composite
- amazonlinux 2 build
- python 3.7-slim-buster build