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AIOps
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
Algorithms for outlier, adversarial and drift detection
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Open source platform for the machine learning lifecycle
QuestDB is a high performance, open-source, time-series database
Scalable datastore for metrics, events, and real-time analytics
DeepFaceLab is the leading software for creating deepfakes.
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
🧙 Build, run, and manage data pipelines for integrating and transforming data.
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activelo…
HCL Domino Docker Container image build scripts
A kubernetes based framework for hassle free handling of datasets
Accessible large language models via k-bit quantization for PyTorch.
Run any open-source LLMs, such as Llama, Mistral, as OpenAI compatible API endpoint in the cloud.
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Learn how to design, develop, deploy and iterate on production-grade ML applications.
OpenTelemetry Collector distribution with programmable pipelines