统一人工智能框架（常春藤人工智能）

> 馃殌 We are granting pilot access to **Ivy\'s Tracer and Transpiler** > to some users, [join the waitlist](https://console.unify.ai/) if you > want to test them out! <img class="only-dark" width="100%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logo_dark.png#gh-dark-mode-only"/> <img class="only-light" width="100%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logo.png?raw=true#gh-light-mode-only"/> ------------------------------------------------------------------------ <div style="display: block;" align="center"> <a href="https://unify.ai/"> <img class="dark-light" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/website_button.svg"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://unify.ai/docs/ivy"> <img class="dark-light" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/docs_button.svg"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://unify.ai/demos"> <img class="dark-light" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/examples_button.svg"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://unify.ai/docs/ivy/overview/design.html"> <img class="dark-light" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/design_button.svg"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://unify.ai/docs/ivy/overview/faq.html"> <img class="dark-light" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/faq_button.svg"> </a> </div> ------------------------------------------------------------------------ # Status <div> <a href="https://github.com/unifyai/ivy/issues"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/issues/unifyai/ivy"> </a> <a href="https://github.com/unifyai/ivy/network/members"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/forks/unifyai/ivy"> </a> <a href="https://github.com/unifyai/ivy/stargazers"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/github/stars/unifyai/ivy"> </a> <a href="https://github.com/unifyai/ivy/pulls"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg"> </a> <a href="https://pypi.org/project/ivy"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://badge.fury.io/py/ivy.svg"> </a> <a href="https://github.com/unifyai/ivy/actions?query=workflow%3Adocs"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ivy/actions/workflows/docs.yml/badge.svg"> </a> <a href="https://github.com/unifyai/ivy/actions?query=workflow%3Atest-ivy"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ivy/actions/workflows/intelligent-tests.yml/badge.svg"> </a> <a href="https://discord.gg/sXyFF8tDtm"> <img class="dark-light" style="padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/discord/799879767196958751?color=blue&label=%20&logo=discord&logoColor=white"> </a> </div> <br clear="all" /> ------------------------------------------------------------------------ # Unified AI <div style="display: block;" align="center"> <div> <a href="https://jax.readthedocs.io"> <img class="dark-light" width="10%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/jax_logo.png"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://www.tensorflow.org"> <img class="dark-light" width="10%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/tensorflow_logo.png"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://pytorch.org"> <img class="dark-light" width="10%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/pytorch_logo.png"> </a> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <img class="dark-light" width="5%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png"> <a href="https://numpy.org"> <img class="dark-light" width="10%" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/numpy_logo.png"> </a> </div> </div> <br clear="all" /> ------------------------------------------------------------------------ Ivy is an open-source machine learning framework that enables you to: - 馃敟 **Autotune your model**: Automatically find the optimal framework, compiler infrastructure and hardware for your specific use case using `ivy.autotune`. - 馃攧 **Convert code into any framework**: Use and build on top of any model, library, or device by converting any code from one framework to another using `ivy.transpile`. - 鈿掞笍 **Write framework-agnostic code**: Write your code once in ivy and then choose the most appropriate ML framework as the backend to leverage all the benefits and tools. [Join our growing community](https://discord.com/invite/sXyFF8tDtm) 馃實 to connect with people using Ivy. **Let\'s** [unify.ai](https://unify.ai) **together 馃** ------------------------------------------------------------------------ # Getting started The best way to get familiar with Ivy is to go through the [Demos](https://unify.ai/docs/ivy/demos/examples_and_demos.html), a good starting point is [Learn The Basics](https://unify.ai/docs/ivy/demos/learn_the_basics.html). The most important notebooks are: - [How to convert your code between frameworks?](https://unify.ai/docs/ivy/demos/learn_the_basics/04_transpile_code.html) - [How to write framework-agnostic code?](https://unify.ai/docs/ivy/demos/learn_the_basics/01_write_ivy_code.html) - Accelerate your development (WIP) - Autotune and optimize models (WIP) ------------------------------------------------------------------------ ## Installing ivy There are various ways to use Ivy, depending on your preferred environment: ### Installing using pip The easiest way to set up Ivy is to install it using pip with the following command: ``` bash pip install ivy ``` or alternatively: ``` bash