### Major Features and Improvements

*   Added F-Score metrics `tf.keras.metrics.FBetaScore`, `tf.keras.metrics.F1Score`, and `tf.keras.metrics.R2Score`.
*   Added activation function `tf.keras.activations.mish`.

* L'apprentissage automatique (ou **Machine Learning**) : cela nécessite de nombreuses multiplications de matrices et vecteurs. Imaginez une énorme feuille de calcul remplie de nombres que vous multiplierez entre eux tous au même moment.

* **Machine Learning**: normalmente requiere muchas multiplicaciones de "matrices" y "vectores". Piensa en una enorme hoja de cálculo con números y multiplicando todos juntos al mismo tiempo.

0002 0.554 connectionReleased
0002 0.554 callEnd
0001 0.624 responseBodyEnd
0001 0.624 connectionReleased
0001 0.624 callEnd
```

The `EventListener.Factory` also makes it possible to limit metrics to a subset of calls. This one captures metrics on a random 10%:

```java
class MetricsEventListener extends EventListener {
  private static final Factory FACTORY = new Factory() {
    @Override public EventListener create(Call call) {

- Promoted several endpointslice metrics from Alpha to Beta stability. ([#136368](https://github.com/kubernetes/kubernetes/pull/136368), [@bhope](https://github.com/bhope)) [SIG Instrumentation and Network]

## Urgent Upgrade Notes 

### (No, really, you MUST read this before you upgrade)

- For metrics `apiserver_cache_list_fetched_objects_total`, `apiserver_cache_list_returned_objects_total`, `apiserver_cache_list_total` replace `resource_prefix` label with API `group` and `resource` labels.

        build/tmp/teŝt files/** => $HIDDEN_ARTIFACT_DESTINATION/teŝt-files
        build/errorLogs/** => $HIDDEN_ARTIFACT_DESTINATION/errorLogs
        artifact-cache-metrics => artifact-cache-metrics
        artifact-cache-report => artifact-cache-report
        build/reports/configuration-cache/**/configuration-cache-report.html

- Introduced end-to-end tests to verify component invariant metrics across the entire test suite. ([#133394](https://github.com/kubernetes/kubernetes/pull/133394), [@BenTheElder](https://github.com/BenTheElder))
- Introduced new kubelet metrics for the Ensure Secret Pulled Images KEP, including:
      - `kubelet_imagemanager_ondisk_pullintents` for tracking pull intent records on disk

- This renames some coredns metrics, see https://github.com/coredns/coredns/blob/v1.11.0/plugin/forward/README.md#metrics. ([#129175](https://github.com/kubernetes/kubernetes/pull/129175), [@DamianSawicki](https://github.com/DamianSawicki)) [SIG Cloud Provider]

- github.com/alecthomas/template: [a0175ee](https://github.com/alecthomas/template/tree/a0175ee)
- github.com/armon/consul-api: [eb2c6b5](https://github.com/armon/consul-api/tree/eb2c6b5)
- github.com/armon/go-metrics: [f0300d1](https://github.com/armon/go-metrics/tree/f0300d1)
- github.com/armon/go-radix: [7fddfc3](https://github.com/armon/go-radix/tree/7fddfc3)
- github.com/aws/aws-sdk-go: [v1.35.24](https://github.com/aws/aws-sdk-go/tree/v1.35.24)