Beast code in Giters

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

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DataSciencePython

common data analysis and machine learning tasks using python

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DataScienceR

a curated list of R tutorials for Data Science, NLP and Machine Learning

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deep_learning_ex

Deep learning examples

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digital_champions_deeplearning_r_mxnet

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go

The Open Source Data Science Masters

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h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)

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introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

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ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

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jailbreakr

Get out of Excel free.

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learnGitBranching

An interactive git visualization to challenge and educate!

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lecture

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ML_for_Hackers

Code accompanying the book "Machine Learning for Hackers"

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mlr

mlr: Machine Learning in R

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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