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Add nbviewer links to README example notebooks (#216)
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* Update README.md

* highlight framework for each example

* Update README.md
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parano committed Jul 17, 2019
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Expand Up @@ -50,8 +50,7 @@ class IrisClassifier(BentoService):
```


[![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb)
- Try out our 5-mins getting started guide, using BentoML to productionize a scikit-learn model and deploy it to AWS Lambda.
[![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb) - Try out our 5-mins getting started guide, using BentoML to productionize a scikit-learn model and deploy it to AWS Lambda.


## Feature Highlights
Expand Down Expand Up @@ -96,15 +95,16 @@ All examples can be found under the
[BentoML/examples](https://github.com/bentoml/BentoML/tree/master/examples)
directory. More tutorials and examples coming soon!

- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb) - [Quick Start Guide](https://github.com/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/sklearn-sentiment-clf/sklearn-sentiment-clf.ipynb) - [Scikit-learn Sentiment Analysis](https://github.com/bentoml/BentoML/blob/master/examples/sklearn-sentiment-clf/sklearn-sentiment-clf.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/keras-text-classification/keras-text-classification.ipynb) - [Keras Text Classification](https://github.com/bentoml/BentoML/blob/master/examples/keras-text-classification/keras-text-classification.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/gallery/blob/master/fast-ai/pet-classification/notebook.ipynb) - [FastAI Pet Classification](https://github.com/bentoml/gallery/blob/master/fast-ai/pet-classification/notebook.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/gallery/blob/master/fast-ai/tabular-csv/notebook.ipynb) - [FastAI Tabular CSV](https://github.com/bentoml/gallery/blob/master/fast-ai/tabular-csv/notebook.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/pytorch-fashion-mnist/pytorch-fashion-mnist.ipynb) - [PyTorch Fashion MNIST classification](https://github.com/bentoml/BentoML/blob/master/examples/pytorch-fashion-mnist/pytorch-fashion-mnist.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/keras-fashion-mnist/keras-fashion-mnist-classification.ipynb) - [Keras Fashion MNIST classification](https://github.com/bentoml/BentoML/blob/master/examples/keras-fashion-mnist/keras-fashion-mnist-classification.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/xgboost-predict-titanic-survival/XGBoost-titanic-survival-prediction.ipynb) - [XGBoost Titanic Survival Prediction](https://github.com/bentoml/BentoML/blob/master/examples/xgboost-predict-titanic-survival/XGBoost-titanic-survival-prediction.ipynb)
- [![Google Colab Badge](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/h2o-classification/h2o-classification.ipynb) - [H2O Classification](https://github.com/bentoml/BentoML/blob/master/examples/h2o-classification/h2o-classification.ipynb)

- Quick Start Guide - [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/quick-start/bentoml-quick-start-guide.ipynb)
- **Scikit-learn** Sentiment Analysis - [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/sklearn-sentiment-clf/sklearn-sentiment-clf.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/sklearn-sentiment-clf/sklearn-sentiment-clf.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/sklearn-sentiment-clf/sklearn-sentiment-clf.ipynb)
- **Keras** Text Classification - [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/keras-text-classification/keras-text-classification.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/keras-text-classification/keras-text-classification.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/keras-text-classification/keras-text-classification.ipynb)
- **Keras** Fashion MNIST classification - [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/keras-fashion-mnist/keras-fashion-mnist-classification.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/keras-fashion-mnist/keras-fashion-mnist-classification.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/keras-fashion-mnist/keras-fashion-mnist-classification.ipynb)
- **FastAI** Pet Classification - [Google Colab](https://colab.research.google.com/github/bentoml/gallery/blob/master/fast-ai/pet-classification/notebook.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/gallery/blob/master/fast-ai/pet-classification/notebook.ipynb) | [source](https://github.com/bentoml/gallery/blob/master/fast-ai/pet-classification/notebook.ipynb)
- **FastAI** Tabular CSV - [Google Colab](https://colab.research.google.com/github/bentoml/gallery/blob/master/fast-ai/tabular-csv/notebook.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/gallery/blob/master/fast-ai/tabular-csv/notebook.ipynb) | [source](https://github.com/bentoml/gallery/blob/master/fast-ai/tabular-csv/notebook.ipynb)
- **PyTorch** Fashion MNIST classification - [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/pytorch-fashion-mnist/pytorch-fashion-mnist.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/pytorch-fashion-mnist/pytorch-fashion-mnist.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/pytorch-fashion-mnist/pytorch-fashion-mnist.ipynb)
- **XGBoost** Titanic Survival Prediction - [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/xgboost-predict-titanic-survival/XGBoost-titanic-survival-prediction.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/xgboost-predict-titanic-survival/XGBoost-titanic-survival-prediction.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/xgboost-predict-titanic-survival/XGBoost-titanic-survival-prediction.ipynb)
- **H2O** Classification- [Google Colab](https://colab.research.google.com/github/bentoml/BentoML/blob/master/examples/h2o-classification/h2o-classification.ipynb) | [nbviewer](https://nbviewer.jupyter.org/github/bentoml/BentoML/blob/master/examples/h2o-classification/h2o-classification.ipynb) | [source](https://github.com/bentoml/BentoML/blob/master/examples/h2o-classification/h2o-classification.ipynb)


Deployment guides:
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