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Python for Probability, Statistics, and Machine Learning

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extras_unpingco/chapters/machine_learning/notebooks/fig-machine_learning/pca_005.png
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extras_unpingco/chapters/machine_learning/notebooks/src-machine_learning/PCA.ipynb
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extras_unpingco/chapters/machine_learning/notebooks/src-machine_learning/kmeans.ipynb
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extras_unpingco/chapters/machine_learning/notebooks/src-machine_learning/Logistic_regression.ipynb
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extras_unpingco/chapters/machine_learning/notebooks/src-machine_learning/LinearManifoldExample.ipynb
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extras_unpingco/chapters/machine_learning/notebooks/intro.ipynb
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extras_unpingco/chapters/machine_learning/notebooks/README.md
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extras_unpingco/chapters/probability/notebooks/fig-probability/Sampling_Monte_Carlo_008.png
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extras_unpingco/chapters/probability/notebooks/fig-probability/Conditional_expectation_MSE_Ex_005.png
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extras_unpingco/chapters/probability/notebooks/src-probability/ProbabilityInequalities.ipynb
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extras_unpingco/chapters/probability/notebooks/src-probability/Sampling_Monte_Carlo.ipynb
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extras_unpingco/chapters/probability/notebooks/src-probability/Brzexample.ipynb
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extras_unpingco/chapters/probability/notebooks/src-probability/MomentGeneratingFunction.ipynb
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extras_unpingco/chapters/probability/notebooks/Sampling_Monte_Carlo.ipynb
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extras_unpingco/chapters/probability/notebooks/Conditional_expectation_MSE.ipynb
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extras_unpingco/chapters/probability/notebooks/intro.ipynb
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extras_unpingco/chapters/probability/notebooks/Conditional_expectation_MSE_Ex.ipynb
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extras_unpingco/chapters/probability/notebooks/Conditional_Expectation_Projection.ipynb
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extras_unpingco/chapters/probability/notebooks/Information_Entropy.ipynb
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extras_unpingco/chapters/probability/notebooks/ProbabilityInequalities.ipynb
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extras_unpingco/chapters/probability/notebooks/README.md
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extras_unpingco/chapters/python_quick/notebooks/src-python_quick/concurrent_demo.py
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extras_unpingco/chapters/python_quick/notebooks/src-python_quick/multiprocessing_demo.py
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extras_unpingco/chapters/python_quick/notebooks/src-python_quick/pandas_ex.py
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extras_unpingco/chapters/python_quick/notebooks/python_quick.ipynb
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extras_unpingco/chapters/python_quick/notebooks/README.md
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extras_unpingco/chapters/statistics/notebooks/fig-statistics/Confidence_Intervals_001.png
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extras_unpingco/chapters/statistics/notebooks/src-statistics/DeltaMethod.ipynb
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extras_unpingco/chapters/statistics/notebooks/Gauss_Markov.ipynb
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extras_unpingco/chapters/statistics/notebooks/Maximum_likelihood.ipynb
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extras_unpingco/chapters/statistics/notebooks/Bootstrap.ipynb
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extras_unpingco/chapters/statistics/notebooks/Convergence.ipynb
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extras_unpingco/chapters/statistics/notebooks/Robust_Statistics.ipynb
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extras_unpingco/chapters/statistics/notebooks/Confidence_Intervals.ipynb
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extras_unpingco/chapters/statistics/notebooks/python_statistics_modules.ipynb
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extras_unpingco/chapters/statistics/notebooks/kernel_regression.pyc
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extras_unpingco/chapters/statistics/notebooks/kernel_regression.py
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extras_unpingco/chapters/statistics/notebooks/intro.ipynb
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extras_unpingco/chapters/statistics/notebooks/README.md
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extras_unpingco/chapters/conda_packages.txt
205 B
Unpingco J. - Python for Probability, Statistics, and Machine Learning - 2016.pdf
7.1 MB