}
        api("com.google.code.findbugs:jsr305:3.0.2")
        api("commons-io:commons-io:2.8.0")
        api("commons-lang:commons-lang:2.6")
        api("io.mockk:mockk:1.12.4")
        api("javax.activation:activation:1.1.1")
        api("javax.xml.bind:jaxb-api:2.3.1")
        api("com.sun.xml.bind:jaxb-core:2.2.11")
        api("com.sun.xml.bind:jaxb-impl:2.2.11")
        api("junit:junit:4.13.2")

    val jacksonCore = "com.fasterxml.jackson.core:jackson-core"
    val jacksonDatabind = "com.fasterxml.jackson.core:jackson-databind"
    val jakartaActivation = "com.sun.activation:jakarta.activation"
    val jakartaXmlBind = "jakarta.xml.bind:jakarta.xml.bind-api"
    val jansi = "org.fusesource.jansi:jansi"
    val jatl = "com.googlecode.jatl:jatl"
    val javaPoet = "com.squareup:javapoet"

*   Add `UnifiedGRU` as the new GRU implementation for tf2.0. Change the default
    recurrent activation function for GRU from `hard_sigmoid` to `sigmoid`, and
    `reset_after` to True in 2.0. Historically recurrent activation is
    `hard_sigmoid` since it is fast than 'sigmoid'. With new unified backend
    between CPU and GPU mode, since the CuDNN kernel is using sigmoid, we change

But even if you never use **FastAPI**, you would benefit from learning a bit about them.

!!! note
    If you are a Python expert, and you already know everything about type hints, skip to the next chapter.

## Motivation

Let's start with a simple example:

```Python
{!../../../docs_src/python_types/tutorial001.py!}
```

Calling this program outputs:

```
John Doe
```

The function does the following:

# Ztunnel

This document provides an overview of the architecture and design decisions around Ztunnel, the node-proxy component in ambient mode.

## Background and motivation

Motivations to implement ztunnel generally came from two areas.

First, and most importantly, it serves as a means to implement the real goal: waypoints.

!!! note "Hinweis"
    Wenn Sie ein Python-Experte sind und bereits alles über Typhinweise wissen, überspringen Sie dieses Kapitel und fahren Sie mit dem nächsten fort.

## Motivation

Fangen wir mit einem einfachen Beispiel an:

```Python
{!../../../docs_src/python_types/tutorial001.py!}
```

Dieses Programm gibt aus:

```
John Doe
```

Die Funktion macht Folgendes: