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data-science-ipython-notebooks

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.

deep_learning_templates

My collection of simple neural networks templates

django-python

dnd_random_generators

islpy

Notes on "An Introduction to Statistical Learning" with Applications in Python

particle_tracking

Python particle tracking scripts and relevant data for oyster reef restoration project in Galveston and Copano-Aransas Bays

ptrac-interact

Making an interactive web app for particle tracking project in Copano Bay

pyrandnpc

Generates random NPCs for tabletop RPGs

python_ml_templates

A collection of python machine learning notebooks and datasets.

sankey-plot

JS implementation of Sankey plot (aka alluvial diagram)

spark_dataframes

A collection of notebooks and scripts utilizing Spark 2.1.1 dataframes for data science and machine learning

spotify

springboard-data-science

Capstone projects and course notes from the Springboard Data Science Career Track curriculum.

tbtools

A set of tools for manipulating TxBLEND input and output model files.

ted-talks-nlp

NLP project on all Ted Talk transcripts with ratings

tensorflow-fast-style-transfer

A simple, concise tensorflow implementation of fast style transfer

tsansom.github.io

Taylor Sansom's Data Science Blog