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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 936b8adee4 Added function application and mapping snippets for Series and DataFrames.
2015-01-31 08:46:27 -05:00
core Added files IPython Notebook containing common file snippets. 2015-01-27 13:45:34 -05:00
matplotlib Added matplotlib snippet skeleton package 2015-01-23 19:14:05 -05:00
numpy Added numpy snippet skeleton package 2015-01-23 19:14:27 -05:00
pandas Added function application and mapping snippets for Series and DataFrames. 2015-01-31 08:46:27 -05:00
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
scipy Added scipy snippet skeleton package 2015-01-23 19:14:49 -05:00
__init__.py Added __init__.py files 2015-01-23 16:08:32 -05:00
.gitignore Added repo scratch dir to ignore 2015-01-26 09:07:25 -05:00
LICENSE Added LICENSE 2015-01-23 16:07:56 -05:00
README.md Added Pandas Series snippets. 2015-01-27 19:22:37 -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.

pandas

[Active Development] 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.

numpy

[Coming Soon] IPython Notebooks demonstrating NumPy 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.