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The 10 Coolest Open-Source Software Tools Of 2020 (So Far)

These 10 open-source projects are leading the industry toward greater adoption of agile development and DevOps methods, artificial intelligence, cloud-native architecture, and advanced security.

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Allegro Trains

Allegro Trains, developed by Israeli startup Allegro.AI, is an open-source solution for managing machine- learning projects.

Trains offers a complete AI DevOps package that supports experiment tracking, analysis, reproducibility, comparison, tuning, automation and storage maintenance.

Data science teams use Trains to collaborate when training machine-learning and deep learning models. Allegro characterizes its ML-Ops technology as “automagical” integration.

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