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Cortex is an open source platform that takes machine learning models—trained with nearly any framework—and turns them into production web APIs in one command. <br> | ||
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[install](https://www.cortex.dev/install) • [docs](https://www.cortex.dev) • [examples](examples) • [we're hiring](https://angel.co/cortex-labs-inc/jobs) • [email us](mailto:[email protected]) • [chat with us](https://gitter.im/cortexlabs/cortex) | ||
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<!-- CORTEX_VERSION_README_MINOR x1 --> | ||
[install](https://www.cortex.dev/install) • [docs](https://www.cortex.dev) • [examples](https://github.com/cortexlabs/cortex/tree/0.8/examples) • [we're hiring](https://angel.co/cortex-labs-inc/jobs) • [email us](mailto:[email protected]) • [chat with us](https://gitter.im/cortexlabs/cortex) | ||
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<br> | ||
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### Step 1: Configure your deployment | ||
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Define a `deployment` and an `api` resource. A `deployment` specifies a set of APIs that are deployed together. An `api` makes a model available as a web service that can serve real-time predictions. The configuration below will download the model from the `cortex-examples` S3 bucket. You can run the code that generated the model [here](https://colab.research.google.com/github/cortexlabs/cortex/blob/master/examples/text-generator/gpt-2.ipynb). | ||
<!-- CORTEX_VERSION_README_MINOR --> | ||
Define a `deployment` and an `api` resource. A `deployment` specifies a set of APIs that are deployed together. An `api` makes a model available as a web service that can serve real-time predictions. The configuration below will download the model from the `cortex-examples` S3 bucket. You can run the code that generated the model [here](https://colab.research.google.com/github/cortexlabs/cortex/blob/0.8/examples/text-generator/gpt-2.ipynb). | ||
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```yaml | ||
# cortex.yaml | ||
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## More examples | ||
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- [Iris classification](https://github.com/cortexlabs/cortex/tree/master/examples/iris-classifier) | ||
- [Iris classification](https://github.com/cortexlabs/cortex/tree/0.8/examples/iris-classifier) | ||
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- [Sentiment analysis](https://github.com/cortexlabs/cortex/tree/master/examples/sentiment-analysis) with BERT | ||
- [Sentiment analysis](https://github.com/cortexlabs/cortex/tree/0.8/examples/sentiment-analysis) with BERT | ||
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- [Image classification](https://github.com/cortexlabs/cortex/tree/master/examples/image-classifier) with Inception v3 and AlexNet | ||
- [Image classification](https://github.com/cortexlabs/cortex/tree/0.8/examples/image-classifier) with Inception v3 and AlexNet | ||
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<br> | ||
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