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docs: add roadmap
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README.md

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@@ -166,6 +166,27 @@ of encoded inputs which will be fed into the model:
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const ownsTheCar = await classifier.predict([0.2, 0.76, 0]);
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```
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## Roadmap
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- [x] Binary classification ([#1](https://github.com/RonasIT/tfjs-node-helpers/pull/1))
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- [ ] Add an example of working with asynchronously loaded datasets ([#14](https://github.com/RonasIT/tfjs-node-helpers/issues/14))
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- [ ] Add an example of queued feature extraction and evaluation ([#12](https://github.com/RonasIT/tfjs-node-helpers/issues/12))
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- [ ] Add an example of storing the extracted features ([#13](https://github.com/RonasIT/tfjs-node-helpers/issues/13))
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- [ ] Feature normalization ([#5](https://github.com/RonasIT/tfjs-node-helpers/issues/5))
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- [ ] Categorical features ([#19](https://github.com/RonasIT/tfjs-node-helpers/issues/19))
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- [ ] Multiclass classification ([#3](https://github.com/RonasIT/tfjs-node-helpers/issues/3))
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- [ ] Regression ([#2](https://github.com/RonasIT/tfjs-node-helpers/issues/2))
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- [ ] Image classification ([#4](https://github.com/RonasIT/tfjs-node-helpers/issues/4))
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- [ ] Uncertainty ([#15](https://github.com/RonasIT/tfjs-node-helpers/issues/15))
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- [ ] Handle class imbalance problem ([#10](https://github.com/RonasIT/tfjs-node-helpers/issues/10))
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- [ ] Add more metrics ([#17](https://github.com/RonasIT/tfjs-node-helpers/issues/17))
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- [ ] Custom metrics ([#18](https://github.com/RonasIT/tfjs-node-helpers/issues/18))
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- [ ] Automated tests ([#6](https://github.com/RonasIT/tfjs-node-helpers/issues/6))
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- [ ] Continuous Integration ([#11](https://github.com/RonasIT/tfjs-node-helpers/issues/11))
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- [ ] Add more examples ([#8](https://github.com/RonasIT/tfjs-node-helpers/issues/8))
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- [ ] API reference ([#9](https://github.com/RonasIT/tfjs-node-helpers/issues/9))
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- [ ] Dashboard to visualize metrics over time ([#7](https://github.com/RonasIT/tfjs-node-helpers/issues/7))
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## Contributing
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Thank you for considering contributing to `tfjs-node-helpers` library! The

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