Machine Learning: Difference between revisions
From charlesreid1
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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 | ||
Revision as of 22:37, 22 May 2017
Summary of machine learning topics.
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/