MLRun ecosystem#
This section lists the data stores, development tools, services, platforms, etc., supported by MLRun's open ecosystem.
Data stores#
Object (S3, GS, az)
Files, NFS
Pandas/Spark DF
BigQuery
Snowflake
Databricks
Redis
Iguazio V3IO object/key-value
SQL sources
Event sources#
HTTP
Cron
Kafka
Iguazio V3IO streams
Execution frameworks#
Nuclio
Spark
Dask
Horovod/MPI
K8s Jobs
Dev environments#
PyCharm
VSCode
Jupyter
Colab
AzureML
SageMaker
Codespaces
Others (set with environment variables)
Machine learning frameworks#
SKLearn
XGBoost
LGBM
TF / Keras
PyTorch
ONNX
Custom
Platforms#
Kubernetes
AWS EKS
Azure AKS
GKE
VMWare
Local (e.g., Kubernetes engine on Docker Desktop)
Docker
Linux/KVM
NVIDIA DGX
CI/CD#
Jenkins
Github Actions
Gitlab CI/CD
KFP
Browser#
MLRun runs on Chrome and Firefox.