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2017-slides

Slides and talk assets from PyCon 2017

advanced-stochastic-modeling

Course material for Advanced Stochastic Modeling, STA531, Duke University, Spring 2016.

altair

Declarative statistical visualization library for Python

apogee

Tools for dealing with APOGEE data

apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

astroml

Machine learning, statistics, and data mining for astronomy and astrophysics

bmcmc

MCMC package for Bayesian data analysis

brew

brew: Python Ensemble Learning API

data-science-ipython-notebooks

Recently updated with 50 new 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.

datashader

Turns even the largest data into images, accurately

kaggle

kaggle competitions

made

Bayesian ANN, Bayesian spectroscopic mass estimator trained on APOKASC, and Bayesian isochrone pipeline for estimating distances and ages.

pyke

A suite of Python tools to analyze Kepler/K2 data

pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

random_forests-thesis

Repository of my thesis "Understanding Random Forests"

sqlzoo

staples_excersice

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress (part of Springer Science+Business Media).

thecannon

a data-driven method for determining stellar parameters and abundances from stellar spectra

thesis

word_cloud

A little word cloud generator in Python

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow