GitHub - RossMaybee/DataScienceFromScratch

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Ch12_nearestNeighbors.py		Ch12_nearestNeighbors.py
Ch14_simpleLinearRegression.py		Ch14_simpleLinearRegression.py
Ch14_simpleLinearRegression.pyc		Ch14_simpleLinearRegression.pyc
Ch15_multipleRegression.py		Ch15_multipleRegression.py
Ch15_multipleRegression.pyc		Ch15_multipleRegression.pyc
Ch16_logisticRegression.py		Ch16_logisticRegression.py
Ch17_decisionTrees.py		Ch17_decisionTrees.py
Ch18_neuralNetworks.py		Ch18_neuralNetworks.py
Ch19_clustering.py		Ch19_clustering.py
Ch20_nlp.py		Ch20_nlp.py
Ch21_networkAnalysis.py		Ch21_networkAnalysis.py
Ch22_recommenderSystems.py		Ch22_recommenderSystems.py
Ch23_databases.py		Ch23_databases.py
Ch24_mapReduce.py		Ch24_mapReduce.py
Ch3_matplotlibPractice.py		Ch3_matplotlibPractice.py
Ch4_linearAlgebra.py		Ch4_linearAlgebra.py
Ch4_linearAlgebra.pyc		Ch4_linearAlgebra.pyc
Ch4_matrixFunctions.py		Ch4_matrixFunctions.py
Ch4_vectorFunctions.py		Ch4_vectorFunctions.py
Ch6_centralLimitTheorem.py		Ch6_centralLimitTheorem.py
Ch6_probabilityDistributions.py		Ch6_probabilityDistributions.py
Ch6_probabilityFunctions.py		Ch6_probabilityFunctions.py
Ch6_statistics.py		Ch6_statistics.py
Ch6_statistics.pyc		Ch6_statistics.pyc
Ch7_HypothesesInference.py		Ch7_HypothesesInference.py
Ch8_gradientDescent.py		Ch8_gradientDescent.py
Ch8_gradientDescent.pyc		Ch8_gradientDescent.pyc
Ch9_APIs.py		Ch9_APIs.py
Ch9_gettingData.py		Ch9_gettingData.py
README		README
gradientDescent.py		gradientDescent.py
gradientDescent.pyc		gradientDescent.pyc
linear_algebra.py		linear_algebra.py
linear_algebra.pyc		linear_algebra.pyc
machineLearning.py		machineLearning.py
machineLearning.pyc		machineLearning.pyc
multipleRegression.py		multipleRegression.py
naiveBayes.py		naiveBayes.py
probability.py		probability.py
probability.pyc		probability.pyc
workingWithData.py		workingWithData.py
workingWithData.pyc		workingWithData.pyc

Repository files navigation

DataScienceFromScratch

These are files that I created while working my way through Joel Grus' 
"Data Science From Scratch" by O'Reilly.

Almost all files are directly copied, with very few modifications, 
directly from his source material.

I attribute all code to Joel Grus.