> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/relay/v0.5.0/reference/api/rust-library-reference/nemo-relay-adaptive/learner/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/relay/_mcp/server.

# Module learner

> Learning primitives and built-in learner implementations. Adaptive learners that derive runtime hints from observed executions.

Generated from `cargo doc --no-deps -p nemo-relay -p nemo-relay-adaptive -p nemo-relay-pii-redaction -p nemo-relay-ffi -p nemo-relay-types -p nemo-relay-plugin -p nemo-relay-worker-proto -p nemo-relay-worker`.

Learning primitives and built-in learner implementations. Adaptive learners that derive runtime hints from observed executions.

## Modules

* [latency](/reference/api/rust-library-reference/nemo-relay-adaptive/learner/latency): Learner that builds latency sensitivity hints from run history. Latency-sensitivity learner implementation.
* [traits](/reference/api/rust-library-reference/nemo-relay-adaptive/learner/traits): Common learner trait implemented by adaptive background processors. Shared learner traits for adaptive background processing.

> Learning primitives and built-in learner implementations. Adaptive learners that derive runtime hints from observed executions.

## Docs

- [Module latency](https://docs.nvidia.com/nemo/relay/v0.5.0/reference/api/rust-library-reference/nemo-relay-adaptive/learner/latency.md): Learner that builds latency sensitivity hints from run history. Latency-sensitivity learner implementation.
- [Struct Latency Sensitivity Learner](https://docs.nvidia.com/nemo/relay/v0.5.0/reference/api/rust-library-reference/nemo-relay-adaptive/learner/latency/struct-latencysensitivitylearner.md): Learner that derives default latency sensitivity hints from run history.
- [Function compute_default_hints](https://docs.nvidia.com/nemo/relay/v0.5.0/reference/api/rust-library-reference/nemo-relay-adaptive/learner/latency/fn-compute-default-hints.md): Compute default agent hints from the root trie prediction.
- [Module traits](https://docs.nvidia.com/nemo/relay/v0.5.0/reference/api/rust-library-reference/nemo-relay-adaptive/learner/traits.md): Common learner trait implemented by adaptive background processors. Shared learner traits for adaptive background processing.
- [Trait Learner](https://docs.nvidia.com/nemo/relay/v0.5.0/reference/api/rust-library-reference/nemo-relay-adaptive/learner/traits/trait-learner.md): Background learner that updates adaptive state from observed runs.