ML.NET vs. Modelbit Comparison


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Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud. 68 Ratings Visit Website Cloudflare Cloudflare is the foundation for your infrastructure, applications, and teams. Cloudflare secures and ensures the reliability of your external-facing resources such as websites, APIs, and applications. It protects your internal resources such as behind-the-firewall applications, teams, and devices. And it is your platform for developing globally scalable applications. Your website, APIs, and applications are your key channels for doing business with your customers and suppliers. As more and more shift online, ensuring these resources are secure, performant and reliable is a business imperative. 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About ML.NET is a free, open source, and cross-platform machine learning framework designed for .NET developers to build custom machine learning models using C# or F# without leaving the .NET ecosystem. It supports various machine learning tasks, including classification, regression, clustering, anomaly detection, and recommendation systems. ML.NET integrates with other popular ML frameworks like TensorFlow and ONNX, enabling additional scenarios such as image classification and object detection. It offers tools like Model Builder and the ML.NET CLI, which utilize Automated Machine Learning (AutoML) to simplify the process of building, training, and deploying high-quality models. These tools automatically explore different algorithms and settings to find the best-performing model for a given scenario.	About Don't change your day-to-day, works with Jupyter Notebooks and any other Python environment. Simply call modelbi.deploy to deploy your model, and let Modelbit carry it — and all its dependencies — to production. ML models deployed with Modelbit can be called directly from your warehouse as easily as calling a SQL function. They can also be called as a REST endpoint directly from your product. Modelbit is backed by your git repo. GitHub, GitLab, or home grown. Code review. CI/CD pipelines. PRs and merge requests. Bring your whole git workflow to your Python ML models. Modelbit integrates seamlessly with Hex, DeepNote, Noteable and more. Take your model straight from your favorite cloud notebook into production. Sick of VPC configurations and IAM roles? Seamlessly redeploy your SageMaker models to Modelbit. Immediately reap the benefits of Modelbit's platform with the models you've already built.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience .NET developers searching for a tool to incorporate machine learning capabilities into their applications using familiar languages and tools	Audience Data scientists searching for a complete Machine Learning solution
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Microsoft Founded: 1975 United States dotnet.microsoft.com/en-us/apps/ai/ml-dotnet	Company Information Modelbit Founded: 2022 United States www.modelbit.com
Alternatives Alibaba Cloud Machine Learning Platform for AI Alibaba Cloud	Alternatives Amazon SageMaker Model Building Amazon
TensorFlow	Amazon SageMaker Amazon
AWS Neuron Amazon Web Services	Amazon SageMaker Studio Amazon
Azure Machine Learning Microsoft	Amazon SageMaker Pipelines Amazon
Apache Mahout Apache Software Foundation View All	Amazon SageMaker Model Training Amazon View All
Categories AI/ML Model Training Supported Machine Learning Supported	Categories AI/ML Model Training Supported Machine Learning Supported

Integrations TensorFlow Supported .NET Supported Amazon Redshift Not Supported Bing Supported C# Supported Databricks Not Supported Deepnote Not Supported F# Supported GitHub Not Supported GitLab Not Supported Google Cloud AutoML Supported Google Colab Not Supported Jupyter Notebook Not Supported Microsoft Defender Antivirus Supported Microsoft Outlook Supported Microsoft Power BI Supported ONNX Supported PyTorch Not Supported Snowflake Not Supported Show More Integrations View All 10 Integrations	Integrations TensorFlow Supported .NET Not Supported Amazon Redshift Supported Bing Not Supported C# Not Supported Databricks Supported Deepnote Supported F# Not Supported GitHub Supported GitLab Supported Google Cloud AutoML Not Supported Google Colab Supported Jupyter Notebook Supported Microsoft Defender Antivirus Not Supported Microsoft Outlook Not Supported Microsoft Power BI Not Supported ONNX Not Supported PyTorch Supported Snowflake Supported Show More Integrations View All 10 Integrations
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