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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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Jupyter Notebook 98.9%
Python 1.1%
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Donne Martin 9fd62a73ae Added sed command to delete matching lines in place. Added command to display all matching running processes with full formatting. Tweaked formatting of vim section regarding vimtutor and vim syntax coloring.
2015-03-11 20:30:23 -04:00
aws Added Lambda commands. 2015-03-10 17:00:08 -04:00
commands Added sed command to delete matching lines in place. Added command to display all matching running processes with full formatting. Tweaked formatting of vim section regarding vimtutor and vim syntax coloring. 2015-03-11 20:30:23 -04:00
data Added ozone data files used in pandas IPython Notebooks. 2015-02-28 13:06:28 -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 Removed incomplete snippet for pandas idxmax causing an exception. 2015-02-28 18:37:44 -05:00
python-core Added image source used for slice snippets. 2015-02-28 18:34:17 -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
spark Added snippets to checkpoint RDDs in Spark. 2015-03-08 05:55:45 -04:00
__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 Updated AWS index. 2015-03-10 17:00:44 -04:00

README.md

alt text

ipython-data-notebooks

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

python-core

IPython Notebooks demonstrating core Python functionality geared towards data analysis.

pandas

IPython Notebooks demonstrating pandas functionality.

aws

IPython Notebooks demonstrating Amazon Web Services functionality.

spark

IPython Notebooks demonstrating spark and HDFS functionality.

commands

IPython Notebooks demonstrating various command lines for Linux, Git, etc.

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.

References

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.