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FATE is an open-source federated learning platform that enables multiple organizations to collaboratively train machine learning models without exposing raw data to any party. It provides a complete framework for private data collaboration, allowing participants to jointly compute on sensitive information while maintaining data privacy and security guarantees through secure multi-party computation protocols. The platform distinguishes itself through its comprehensive infrastructure management capabilities, supporting automated deployment of multi-party clusters using Ansible-driven provisioni
🦘 Explore multimedia datasets at scale
Gradio is a Python library that enables the creation of interactive web applications by converting functions into browser-based interfaces. It functions as a declarative framework where developers define input and output components to automatically generate web forms, visualizations, and data-driven dashboards. By abstracting away manual web markup, the library allows for the rapid construction of interfaces for machine learning models, research demonstrations, and analytical workflows within a single environment. The platform distinguishes itself by automatically exposing internal applicatio
The platform for LLM evaluations and AI agent testing
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
The main features of oegedijk/explainerdashboard are: Model Visualization.
Projects with overlapping indexed features include: federatedai/fate — FATE is an open-source federated learning platform that enables multiple organizations to collaboratively train… lutzroeder/netron — Netron is a visualizer for neural network and machine learning models. It provides a graphical interface that renders… gradio-app/gradio — Gradio is a Python library that enables the creation of interactive web applications by converting functions into… langwatch/langwatch — The platform for LLM evaluations and AI agent testing. comet-ml/kangas — 🦘 Explore multimedia datasets at scale. lux-org/lux — Lux is an automated exploratory data analysis tool designed to generate intelligent visual representations of pandas…