Machine Learning: Difference between revisions
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Summary of machine learning topics. | Summary of machine learning topics. | ||
==Summaries== | ==Links== | ||
===Summaries=== | |||
Jason Brownlee: http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/ | Jason Brownlee: http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/ | ||
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The pitfalls of Kaggle competitions: http://machinelearningmastery.com/machine-learning-is-kaggle-competitions/ | The pitfalls of Kaggle competitions: http://machinelearningmastery.com/machine-learning-is-kaggle-competitions/ | ||
==Neural Networks== | ===Neural Networks=== | ||
Andrej Karpathy: | Andrej Karpathy: | ||
* Hacker's Guide to Neural Networks: http://karpathy.github.io/neuralnets/ | |||
Hacker's Guide to Neural Networks: http://karpathy.github.io/neuralnets/ | * Unreasonable Effectiveness of Neural Networks: http://karpathy.github.io/2015/05/21/rnn-effectiveness/ | ||
Unreasonable Effectiveness of Neural Networks: http://karpathy.github.io/2015/05/21/rnn-effectiveness/ | |||
DeepCoder paper: https://openreview.net/pdf?id=ByldLrqlx | DeepCoder paper: https://openreview.net/pdf?id=ByldLrqlx | ||
Genetic algorithm to write a [[Brainfuck]] program: http://www.primaryobjects.com/2013/01/27/using-artificial-intelligence-to-write-self-modifying-improving-programs/ | |||
[[Category:CS]] | |||
[[Category:ML]] | [[Category:ML]] | ||
[[Category:NN]] | [[Category:NN]] | ||
Latest revision as of 02:06, 26 May 2017
Summary of machine learning topics.
Links
Summaries
Jason Brownlee: http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/
Cheat sheet via github: https://github.com/soulmachine/machine-learning-cheat-sheet
The pitfalls of Kaggle competitions: http://machinelearningmastery.com/machine-learning-is-kaggle-competitions/
Neural Networks
Andrej Karpathy:
- Hacker's Guide to Neural Networks: http://karpathy.github.io/neuralnets/
- Unreasonable Effectiveness of Neural Networks: http://karpathy.github.io/2015/05/21/rnn-effectiveness/
DeepCoder paper: https://openreview.net/pdf?id=ByldLrqlx
Genetic algorithm to write a Brainfuck program: http://www.primaryobjects.com/2013/01/27/using-artificial-intelligence-to-write-self-modifying-improving-programs/