Metadata-Version: 2.1
Name: mful-dev
Version: 0.4.1.dev202204251650943961
Summary: Masterful AutoML Platform.
Home-page: http://masterfulai.com
Author: Masterful AI
Author-email: learn@masterfulai.com
License: Copyright 2022, Masterful AI, Inc.
Description: ![LOGO](https://www.masterfulai.com/hubfs/1.Logo-on-white_horizontal_web-transparent-1-1.svg)
        
        Masterful is the training platform for computer vision models. 
        
        Pass in your model architecture and data. Masterful figures out the right hyperparameters for its SOTA regularization, optimization, and semi-supervised learning engines. And then trains your model weights to the peak accuracy. 
        
        ## Features
        - Built on Tensorflow 2.
        - SOTA regularization implementation to improve accuracy from your existing labeled training data while pushing all computations to GPU. 
        - SOTA semi-supervised learning implementation to improve accuracy from your raw, unlabeled images. 
        - Automatic, high speed hyperparameter discovery algorithms, based on custom search algorithms and analytical / closed-form solutions, to reduce manual experimentation. 
        - Maximum GPU utilization and minimium GPU-hours used. 
        - Support for most computer vision tasks:
            - Binary classification
            - Single-label classification
            - Multi-label classifcation
            - Detection
            - Semantic Segmentation
            - Instance Segmentation (coming soon)
            - Keypoint Detection (coming soon)
        
        ## Key Links
        - [Website](http://www.masterfulai.com)
        - [Docs](http://www.masterfulai.com/docs)
        - [Installation](https://masterful-public.s3.us-west-1.amazonaws.com/933013963/0.4.1/tutorials/tutorial_installation.html)
        - [Quickstart](https://masterful-public.s3.us-west-1.amazonaws.com/933013963/0.4.1/notebooks/tutorial_quickstart.html)
        
        ## Installation
        
        For detailed instructions with a troubleshooting guide, see the [Installation Guide](https://masterful-public.s3.us-west-1.amazonaws.com/933013963/0.4.1/tutorials/tutorial_installation.html). 
        
        The tldr instructions: 
        
        ```
        sudo apt install python3-pip
        pip install --upgrade pip
        pip install masterful
        python -c "import masterful; print(masterful.__version__)"
        ```
        
        ## Getting Help
        
        Visit the documentation to see quick tutorials and in depth guides at [www.masterfulai.com/docs](http://www.masterfulai.com/docs). 
        
        Join the Slack community to speak to fellow users of Masterful and with Masterful AI's engineering team. You'll find a link to Slack from [www.masterfulai.com](http://www.masterfulai.com).
        
        
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.6
Description-Content-Type: text/markdown
