unpingco / Python-for-Probability-Statistics-and-Machine-Learning
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
☆754Updated 2 years ago
Alternatives and similar repositories for Python-for-Probability-Statistics-and-Machine-Learning:
Users that are interested in Python-for-Probability-Statistics-and-Machine-Learning are comparing it to the libraries listed below
- Second edition of Springer Book Python for Probability, Statistics, and Machine Learning☆351Updated 3 years ago
- General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python☆901Updated 2 years ago
- Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog☆320Updated last year
- Materials for my scikit-learn tutorial☆1,775Updated last year
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆863Updated 3 years ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆864Updated 3 years ago
- Python coded examples and documentation of machine learning algorithms.☆613Updated 4 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆674Updated 3 years ago
- The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learni…☆672Updated 2 years ago
- Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]☆734Updated 3 years ago
- Introduction to Statistics using Python☆903Updated 4 years ago
- Code of the IPython Minibook, 2nd edition (2015)☆345Updated 4 years ago
- Advanced Statistical Computing at Vanderbilt University Medical Center's Department of Biostatistics☆537Updated 2 years ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,276Updated 2 years ago
- An introduction to data science using Python and Pandas with Jupyter notebooks☆853Updated 4 years ago
- Tutorial: Bayesian Statistical Analysis in Python☆316Updated 5 years ago
- Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller☆285Updated 7 years ago
- Text and code for the second edition of Think Bayes, by Allen Downey.☆1,854Updated last week
- Statistical Data Analysis in Python☆1,594Updated 9 years ago
- Tutorials on how to use pandas effectively to do data analysis☆1,107Updated 2 years ago
- Resources for STA 633 class☆165Updated 7 years ago
- A repository with IPython notebooks of algorithms implemented in Python.☆509Updated 7 years ago
- Numpy beginner tutorial☆490Updated 5 years ago
- A collection of notebook to learn the Applied Predictive Modeling using Python.☆271Updated 8 years ago
- Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Frie…☆284Updated 6 years ago
- 1st Edition of Elegant SciPy (O'Reilly Publishers)☆556Updated last week
- Source code for my collection of articles on using pandas.☆1,542Updated 2 years ago
- Data Science Best Practices with pandas☆528Updated 4 years ago
- Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph☆265Updated 4 years ago
- (Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form☆276Updated 2 years ago