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33 lines
2.3 KiB
Markdown
33 lines
2.3 KiB
Markdown
---
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description: >-
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Python library to privately & securely publish, exchange, and consume
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data.
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---
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# Ocean.py
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[Ocean.py](https://github.com/oceanprotocol/ocean.py) helps data scientists earn $ from their AI models, track provenance of data & compute, and get more data. (More details [here](../../data-science/README.md).)
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Ocean.py makes these tasks easy:
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* **Publish** data services: data feeds, REST APIs, downloadable files or compute-to-data. Create an ERC721 **data NFT** for each service, and ERC20 **datatoken** for access (1.0 datatokens to access).
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* **Sell** datatokens via for a fixed price. Sell data NFTs.
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* **Transfer** data NFTs & datatokens to another owner, and all other ERC721 & ERC20 actions using web3.
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As a Python library, Ocean.py is built for the key environment of data scientists. It that can simply be imported alongside other Python data science tools like numpy, matplotlib, scikit-learn and tensorflow.
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<figure><img src="../../.gitbook/assets/components/ocean_py.png" alt="" width="375"></figure>
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### Quickstart 🚀
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To kickstart your adventure with ocean.py, we set out the following steps to get you zooming ahead in no time!
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1. [Install Ocean](install.md) 📥
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2. Setup 🛠️
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- [Remote ](remote-setup.md)(Win, MacOS, Linux)
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- or [Local ](local-setup.md)(Linux only)
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3. [Publish asset](publish-flow.md), post for free / for sale, dispense it / buy it, and [consume ](consume-flow.md)it
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4. Run algorithms through [Compute-to-Data flow](compute-flow.md) using Ocean environment.
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After these quickstart steps, the main [README](https://github.com/oceanprotocol/ocean.py/blob/main/README.md) points to several other use cases, such as [Data Farming - Challenge DF](https://github.com/oceanprotocol/predict-eth), [Data Farming - Volume DF](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/df.md), on-chain key-value stores ([public](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/key-value-public.md) or [private](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/key-value-private.md)), and other types of data assets ([REST API](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/publish-flow-restapi.md), [GraphQL](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/publish-flow-graphql.md), [on-chain](https://github.com/oceanprotocol/ocean.py/blob/main/READMEs/publish-flow-onchain.md)).
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