无论你的软件包将被使用数百万次还是仅使用几次,创建它都是了解更多关于Open-source、MLOps、单元测试、API设计等的绝佳机会。在开发Open-source的过程中,我学到的这些技能比我在日常工作中学到的要多。 与用户本身的互动也能提供巨大的学习机会。他们会告诉你他们喜欢或不喜欢哪些设计。有时,我看到同样的问题在...
Now you have ZenML Server running on OpenShift. You can explore the ZenML open source project and all its possibilities onGitHub. Good luck. Have fun! Want more? Please let us know if you'd like to see more MLOps with OpenShift in the future. In the meantime, watch a couple of Red...
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MLflow is an open-source platform, purpose-built to assist machine learning practitioners and teams in handling the complexities of the machine learning process. MLflow focuses on the full lifecycle for machine learning projects, ensuring that each phase is manageable, traceable, and reproducible ...
Open-source workflow managers are popular because they make it easy to orchestrate machine learning (ML) jobs for productions. Taking models into productions following a GitOps pattern is best managed by a container-friendly workflow manager, also known as MLOps. Kubeflow ...
mlfoundations/open_clip OpenCLIP [Paper][Citations][Clip Colab][Coca Colab] Welcome to an open source implementation of OpenAI'sCLIP(Contrastive Language-Image Pre-training). Using this codebase, we have trained several models on a variety of data sources and compute budgets, ranging fromsmall...
Check out featured open source projects and products, or search on your own. All projects Accessibility Insights Accessibility Insights is a suite of open source tools that help developers find and fix accessibility issues in Web, Windows and Android applications. Get Accessibility Insights API ...
Building an Open Source ML Pipeline: Part 2 Event-Driven Data Preprocessing with Argo Events and Argo Workflows. Bennett Lambert Apr 18, 2022 6 min read Share 1. Setting up Argo EventsIn order to set up event-driven workflows we need to add another tool to our toolkit, namely Argo Event...
These InnerEye OSS tools are open-source research projects and not Microsoft products. They take advantage of Microsoft Azure to make it easier to develop and deploy medical imaging models. For more information about Microsoft products, seeAzure for Healthcare—Healthcare Solutions | Microsoft ...
ML.NET is a free, open-source, and cross-platform machine learning framework, created by Microsoft, for the .NET developer platform.