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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2015-02-28 18:34:17 -05:00
aws Added __init__.py files to spark and aws folders. 2015-02-28 13:07:31 -05:00
commands Added IPython Notebook for git commands. 2015-02-28 15:14:59 -05:00
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 Added code to read CSV data to Pandas, describe, list head, then write the CSV to another file 2015-02-15 17:48:13 -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 __init__.py files to spark and aws folders. 2015-02-28 13:07:31 -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 repo image. 2015-02-28 18:29:16 -05:00

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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.