Python for Probability, Statistics, and Machine Learning

DOI10.1007/978-3-030-18545-9zbMath1502.62011OpenAlexW2497762314MaRDI QIDQ5082233

José Unpingco

Publication date: 15 June 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-18545-9

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Learning and adaptive systems in artificial intelligence (68T05) Theory of programming languages (68N15) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Software, source code, etc. for problems pertaining to computer science (68-04) Software, source code, etc. for problems pertaining to probability theory (60-04)

Uses Software

• SymPy
• Theano
• SciPy
• NumPy
• Matplotlib
• Scikit
• CVXPY
• Python
• TensorFlow
• Keras
• pandas
• Statsmodels
• lifelines

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