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Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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Donne Martin 54b1c29bcc Added discussion of closures being used for decorators and the usefulness of decorators.
2015-01-27 11:14:36 -05:00
core Added discussion of closures being used for decorators and the usefulness of decorators. 2015-01-27 11:14:36 -05:00
matplotlib Added matplotlib snippet skeleton package 2015-01-23 19:14:05 -05:00
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scikit-learn Added scikit-learn skeleton. Marked which projects are under active development and which are coming soon. Removed redundant info. 2015-01-26 09:15:12 -05:00
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README.md Fixed IPython Notebook links on nbviewer as a result of repo name change. 2015-01-26 14:10:37 -05:00

README.md

ipython-data-notebooks

IPython Notebooks geared towards Python data analysis (core Python, NumPy, pandas, matplotlib, SciPy, scikit-learn).

core

[Active Development] IPython Notebooks demonstrating core Python functionality geared towards data analysis.

numpy

[Coming Soon] IPython Notebooks demonstrating NumPy functionality.

pandas

[Coming Soon] IPython Notebooks demonstrating pandas functionality.

matplotlib

[Coming Soon] IPython Notebooks demonstrating matplotlib functionality.

scikit-learn

[Coming Soon] IPython Notebooks demonstrating scikit-learn functionality.

scipy

[Coming Soon] IPython Notebooks demonstrating SciPy functionality.

##License

Copyright 2014 Donne Martin

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.