API reference
Core
The one-line cloud sampling API.
| cloud | Context manager that intercepts PyMC operations with remote execution, |
| sample | Run a single remote PyMC sampling job on Modal. |
| map | Fit many models in parallel on the cloud. |
| cleanup_volumes | Delete the Modal Volume for a single project. |
| cleanup_cache | Delete the local disk cache tree. Returns the number of entries removed. |
Configuration
Right-size the remote VM.
| config.RemoteConfig | Configuration for remote sampling. |
Caching
Result caches (in-memory and on-disk).
| cache.MemoryCache | In-memory LRU cache. Fast, lives for the session. |
| cache.DiskCache | Persistent disk cache with human-readable directory hierarchy. |