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Added anchor back to top in machine learning #267

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21 changes: 21 additions & 0 deletions Machine-Learning/Sources.md
Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,8 @@ category: Libraries
* [The LION Way: Machine Learning plus Intelligent Optimization](http://www.e-booksdirectory.com/details.php?ebook=9575) - Roberto Battiti, Mauro Brunato
* [The Python Game Book](http://thepythongamebook.com/en%3Astart)

[⬆ Back to Top](#table-of-contents)

### Websites

* [Kaggle: The Home of Data Science](https://www.kaggle.com/)
Expand All @@ -62,9 +64,13 @@ category: Libraries
* [Qwiklab. NVIDIA courses](https://nvidia.qwiklab.com/)
* [Association Rules Mining and Apriori Algorithm](https://www.datatheque.com/posts/association-analysis/)

[⬆ Back to Top](#table-of-contents)


### Libraries

[⬆ Back to Top](#table-of-contents)

#### Python

* [Scikit-learn](http://scikit-learn.org/stable/):
Expand All @@ -86,12 +92,16 @@ category: Libraries
* [Turicreate (by Apple)](https://apple.github.io/turicreate/docs/api/index.html)
* [MLxtend](http://rasbt.github.io/mlxtend/)

[⬆ Back to Top](#table-of-contents)

#### Java

* [Weka](https://www.cs.waikato.ac.nz/ml/weka/)
* [MOA (Massive Online Analysis)](https://moa.cms.waikato.ac.nz/)
* [Deep Learning for Java](https://github.com/deeplearning4j/deeplearning4j)

[⬆ Back to Top](#table-of-contents)

#### JavaScript

* [brain.js](https://github.com/BrainJS/brain.js)
Expand All @@ -100,10 +110,13 @@ category: Libraries
* [ConvNetJS](https://github.com/karpathy/convnetjs)
* [TensorFlow.js](https://js.tensorflow.org)

[⬆ Back to Top](#table-of-contents)

#### Lua

* [Torch](http://torch.ch)

[⬆ Back to Top](#table-of-contents)

### Algorithms

Expand All @@ -129,6 +142,8 @@ category: Libraries
* Bagging and boosting
* Apriori

[⬆ Back to Top](#table-of-contents)


### Popular Datasets

Expand All @@ -146,11 +161,15 @@ category: Libraries
* [Image Net Dataset](http://image-net.org)
* [The Instacart Online Grocery Shopping Dataset 2017](https://www.instacart.com/datasets/grocery-shopping-2017)

[⬆ Back to Top](#table-of-contents)


### Relevant Research Papers

Will be updated soon!

[⬆ Back to Top](#table-of-contents)


### Podcasts

Expand All @@ -160,3 +179,5 @@ Will be updated soon!
* [This Week in Machine Learning & AI](https://twimlai.com/)
* [Learning Machines 101](http://www.learningmachines101.com/)
* [Partially Derivative](http://partiallyderivative.com/)

[⬆ Back to Top](#table-of-contents)