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Alternatives to Terra by Broad

Glow
GlowGlow is an open-source Apache Spark-based toolkit for biobank-scale genomic data processing, statistical analysis, and machine learning. Supports VCF, BGEN, Python, SQL, R, and more.
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Prometheus Monitoring
Prometheus MonitoringPrometheus is an open-source monitoring and alerting toolkit with a dimensional data model, PromQL query language, efficient time series storage, and modern alerting. Ideal for cloud-native and Kubernetes environments.
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Ocean Protocol
Ocean ProtocolOcean Protocol lets you monetize AI models and datasets with full privacy using blockchain-powered Data NFTs, Datatokens, and Compute-to-Data technology.
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MACE Foundations
MACE FoundationsMACE is an open-source ML framework for generating accurate force fields using equivariant message passing. Supports foundation models, fine-tuning, LAMMPS, and OpenMM.
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MatterSim
MatterSimMatterSim is Microsoft's open-source deep learning atomistic model for simulating material properties across elements, temperatures, and pressures using M3GNet architecture.
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Microsoft MatterGen
Microsoft MatterGenMatterGen is Microsoft's open-source diffusion-based AI model that generates novel inorganic materials with targeted properties, accelerating scientific discovery via Azure Quantum Elements.
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Google GraphCast
Google GraphCastGraphCast is Google DeepMind's open-source AI model that delivers 10-day global weather forecasts at unprecedented accuracy in under one minute using graph neural networks.
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Google Private Join and Compute
Google Private Join and ComputeOpen-source cryptographic protocol by Google that lets two parties compute the count and sum of values for shared identifiers without exposing any private data.
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Open-Meteo
Open-MeteoOpen-Meteo provides a free, open-source weather API with high-resolution global forecasts, 80+ years of historical data, and a simple JSON interface — no API key needed.
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NVIDIA Modulus AI Physics
NVIDIA Modulus AI PhysicsNVIDIA PhysicsNeMo is an open-source Python framework for building, training, and fine-tuning physics AI models. Accelerate engineering simulations and digital twins with PINNs, neural operators, GNNs, and more.
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