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Updated README.md
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README.md

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# ReinventCommunity
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This repository is a collection of useful `jupyter` notebooks, code snippets and example `JSON` files illustrating the use of [Reinvent 2.0](https://github.com/MolecularAI/Reinvent).
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This repository is a collection of useful `jupyter` notebooks, code snippets and example `JSON` files illustrating the use of [Reinvent 3.0](https://github.com/MolecularAI/Reinvent).
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At the moment, the following notebooks are supported:
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* `Complete_Use-Case_DRD2_Demo`: a full-fledged use case using public data on `DRD2`, including use of predictive models and elucidating general considerations
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* `Create_Model_Demo`: explanation on how to initialize a new model (prior / agent) for `REINVENT` which can be trained in a *transfer learning* setup

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