Mlops Collection
Repositories tagged with "mlops"
Repositories tagged with "mlops"
Made-With-ML
GokuMohandas
โLearn how to develop, deploy and iterate on production-grade ML applications.โ
airflow
apache
โApache Airflow - A platform to programmatically author, schedule, and monitor workflowsโ
qdrant
qdrant
โQdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/โ
label-studio
HumanSignal
โLabel Studio is a multi-type data labeling and annotation tool with standardized output formatโ
mlflow
mlflow
โThe open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.โ
serve
jina-ai
โโ๏ธ Build multimodal AI applications with cloud-native stackโ
awesome-production-machine-learning
EthicalML
โA curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningโ
agents-towards-production
NirDiamant
โEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.โ
taipy
Avaiga
โTurns Data and AI algorithms into production-ready web applications in no time.โ
ml-engineering
stas00
โMachine Learning Engineering Open Bookโ
agent-lightning
microsoft
โThe absolute trainer to light up AI agents.โ
argo-workflows
argoproj
โWorkflow Engine for Kubernetesโ
weaviate
weaviate
โWeaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native databaseโ.โ
dagster
dagster-io
โAn orchestration platform for the development, production, and observation of data assets.โ
mlops-zoomcamp
DataTalksClub
โFree MLOps course from DataTalks.Clubโ
nni
microsoft
โAn open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.โ
awesome-mlops
visenger
โA curated list of references for MLOps โ
OpenLLM
bentoml
โRun any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.โ