Commit 26ad95bb authored by miaecle's avatar miaecle Committed by GitHub
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Update README.md

Adding the performances
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@@ -202,6 +202,12 @@ featurization class ``DataFeaturizer``. Instances of this class must be
passed a ``Featurizer`` object. ``deepchem`` provides a number of
different subclasses of ``Featurizer`` for convenience:

### Performances
|Dataset   	|Model               |Train score   |Valid score   |Time(loading)/s |Time(running)/s|
|-----------|--------------------|--------------|--------------|----------------|---------------| 
|tox21      |tensorflow(MT-DNN)  |0.987         |0.800         |35              |36 				|
|muv        |tensorflow(MT-DNN)  |0.979         |0.660         |414             |255            |
|pcba   		|tensorflow(MT-DNN)	|0.949        	|0.791         |1765         	  |7209           |                                         
## Contributing to DeepChem

We actively encourage community contributions to DeepChem. The first place to start getting involved is by running our examples locally. Afterwards, we encourage contributors to give a shot to improving our documentation. While we take effort to provide good docs, there's plenty of room for improvement. All docs are hosted on Github, either in this `README.md` file, or in the `docs/` directory.