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69 | 69 |
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70 | 70 |
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71 | 71 | ##Neural Networks in Python
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72 |
| -- [Implementing a Neural Network from scratch](http://www.wildml.com/2015/09/implementing-a-neural-network-from-scratch/), [Code](https://github.com/dennybritz/nn-from-scratch) |
| 72 | +- [Implementing a Neural Network from scratch in Python](http://www.wildml.com/2015/09/implementing-a-neural-network-from-scratch/), [Code](https://github.com/dennybritz/nn-from-scratch) |
| 73 | +- [A Neural Network in 11 lines of Python](http://iamtrask.github.io/2015/07/12/basic-python-network/) |
73 | 74 | - [Speeding up your Neural Network with Theano and the gpu](http://www.wildml.com/2015/09/speeding-up-your-neural-network-with-theano-and-the-gpu/), [Code](https://github.com/dennybritz/nn-theano)
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74 |
| -- [Recurrent Neural Net Tutorial Part 1](http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-1-introduction-to-rnns/), [Part 2] (http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-2-implementing-a-language-model-rnn-with-python-numpy-and-theano/), [Code](https://github.com/dennybritz/rnn-tutorial-rnnlm/) |
| 75 | +- [What is the best neural network library for Python?](https://www.quora.com/What-is-the-best-neural-network-library-for-Python) |
| 76 | +- [Recurrent Neural Net Tutorial in Python Part 1](http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-1-introduction-to-rnns/), [Part 2](http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-2-implementing-a-language-model-rnn-with-python-numpy-and-theano/), [Code](https://github.com/dennybritz/rnn-tutorial-rnnlm/) |
| 77 | +- [PyBrain: modular Machine Learning Library for Python](http://pybrain.org/) |
75 | 78 |
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76 | 79 |
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77 | 80 | ##Decision Trees in Python
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96 | 99 | - [Random Forest with categorical features in sklearn](http://stackoverflow.com/questions/24715230/random-forest-with-categorical-features-in-sklearn)
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97 | 100 | - [How to output RandomForest Classifier from python?](http://stackoverflow.com/questions/23000693/how-to-output-randomforest-classifier-from-python)
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98 | 101 |
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| 102 | +##Support Vector Machine in Python |
| 103 | +- [Fastest SVM implementation usable in Python](http://stackoverflow.com/questions/9299346/fastest-svm-implementation-usable-in-python) |
| 104 | +- [An example using python bindings for SVM library, LIBSVM](http://stackoverflow.com/questions/4214868/an-example-using-python-bindings-for-svm-library-libsvm) |
| 105 | +- [What is the best SVM library usable from Python?](https://www.quora.com/What-is-the-best-SVM-library-usable-from-Python) |
| 106 | +- [How does sklearn.svm.svc's function predict_proba() work internally?](http://stackoverflow.com/questions/15111408/how-does-sklearn-svm-svcs-function-predict-proba-work-internally) |
| 107 | +- [Support vector machine in Python using libsvm example of features](http://stackoverflow.com/questions/30991592/support-vector-machine-in-python-using-libsvm-example-of-features) |
| 108 | +- [Linear SVC Machine learning SVM example with Python](https://pythonprogramming.net/linear-svc-example-scikit-learn-svm-python/) |
| 109 | +- [Understanding Support Vector Machine algorithm from examples (along with code)](http://www.analyticsvidhya.com/blog/2015/10/understaing-support-vector-machine-example-code/) |
99 | 110 |
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100 | 111 |
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101 | 112 | ##Data Science with Python
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