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Mahdi Dibaiee 2016-09-10 01:22:09 +04:30
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@ -2,9 +2,6 @@ sibe
==== ====
A simple Machine Learning library. A simple Machine Learning library.
notMNIST dataset, cross-entropy loss, learning rate decay and sgd:
![notMNIST](https://github.com/mdibaiee/sibe/blob/master/notmnist.png?raw=true)
## Simple neural network ## Simple neural network
```haskell ```haskell
let a = (sigmoid, sigmoid') -- activation function let a = (sigmoid, sigmoid') -- activation function
@ -60,3 +57,8 @@ stack exec example-notmnist
stack exec example-naivebayes-doc-classifier -- --verbose stack exec example-naivebayes-doc-classifier -- --verbose
stack exec example-naivebayes-doc-classifier -- --verbose --top-ten stack exec example-naivebayes-doc-classifier -- --verbose --top-ten
``` ```
### notMNIST
notMNIST dataset, cross-entropy loss, learning rate decay and sgd ([`notmnist.hs`](https://github.com/mdibaiee/sibe/blob/master/examples/notmnist.hs)):
![notMNIST](https://github.com/mdibaiee/sibe/blob/master/notmnist.png?raw=true)