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ML / DL framework for deployment and experiment
*) Listed framework is opensource
*) It provides dashboard
*) Configure, organize, log and reproduce experiments
*) make prototyping experiments easier
Machine learning life cycle framework
List of opensource ML framework
*) MLFlow
** An open source platform for the complete machine learning lifecycle
** It currently offers three components: MLflow Tracking, MLflow Projects, MLflow Models
*) Sacred ** configure, organize, log and reproduce experiments ** easily run your experiment for different settings
*) FGLab ** machine learning dashboard, designed to make prototyping experiments easier. ** here are 3 ways to run FGLab: Installing locally, via Docker, or hosted on Heroku.
*) Sacred ** configure, organize, log and reproduce experiments ** easily run your experiment for different settings
*) FGLab ** machine learning dashboard, designed to make prototyping experiments easier. ** here are 3 ways to run FGLab: Installing locally, via Docker, or hosted on Heroku.
If anything can be add / missed out, mention in the comments section.
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Latest Popular Machine Learning Frameworks are :
Amazon Machine Learning
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Torch
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Caffe
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Keras
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