AllenDowney / ProbablyOverthinkingIt
Supplementary material for my book, Probably Overthinking It.
☆152Updated 6 months ago
Alternatives and similar repositories for ProbablyOverthinkingIt:
Users that are interested in ProbablyOverthinkingIt are comparing it to the libraries listed below
- Tutorial covering a new workflow available going from pandas to scikit-learn☆40Updated 2 years ago
- New repo for projects related to my blog, Probably Overthinking It.☆18Updated 3 years ago
- Code for Allen Downey's book Think Complexity, published by O'Reilly Media.☆108Updated 6 months ago
- Introductory Statistical Inference☆144Updated last year
- public mise ( http://en.wikipedia.org/wiki/Mise_en_place )☆99Updated last month
- Explorations of survival analysis in Python☆50Updated 2 years ago
- 📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seabor…☆108Updated 4 years ago
- Code for a workshop on statistical interference using computational methods in Python.☆224Updated 4 years ago
- Site for a Data Science class taught by Allen Downey☆44Updated 2 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆131Updated last year
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Updated 9 years ago
- Repository for a workshop on Complexity Science☆39Updated 3 years ago
- Computational Statistics II Tutorial at SciPy 2015☆48Updated 9 years ago
- Repository for the manuscript of Elements of Data Science☆29Updated 8 months ago
- Bayesian statistics seminars☆30Updated 8 years ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆91Updated 8 months ago
- Repository for a workshop on Bayesian Decision Analysis☆69Updated 2 years ago
- A Jupyter notebook to accompany Jake VanderPlas's "Statistics for Hackers" talk from PyCon 2016.☆77Updated 6 years ago
- JupyterCon Missing Data Talk 2018☆23Updated 6 years ago
- Materials for the pandas tutorial at PyData Chicago 2016☆54Updated 4 years ago
- Lecture notes for an introductory undergraduate course in Bayesian Inference☆51Updated 3 weeks ago
- A collection of Jupyter notebooks exploring different datasets.☆56Updated 2 years ago
- Case study on evaluating statistical tools that predict recidivism.☆14Updated 8 months ago
- ☆26Updated 7 years ago
- Learn Python through Data Processing in Pandas Tutorial☆38Updated 4 years ago
- Repository for a project using NSFG data to explore marriage patterns in the US.☆31Updated 3 weeks ago
- Reproducible Data Analysis Workflow in Jupyter☆118Updated 6 years ago
- A python tutorial on bayesian modeling techniques (PYMC3)☆20Updated 9 years ago
- Tidy Data in Python Jupyter Notebook☆94Updated 2 years ago
- Programming Exercises☆77Updated 9 years ago