tdpetrou / Minimally-Sufficient-Pandas
There are always multiple ways to complete a task in Pandas. A minimal subset of the library is sufficient for almost everything.
☆83Updated 2 years ago
Alternatives and similar repositories for Minimally-Sufficient-Pandas:
Users that are interested in Minimally-Sufficient-Pandas are comparing it to the libraries listed below
- Tutorial covering a new workflow available going from pandas to scikit-learn☆40Updated 2 years ago
- Bayesian statistical modelling using numpy and PyMC3. Telling stories using the language of probability. And more!☆16Updated 5 years ago
- Scipy 2019 JupyterLab tutorial☆51Updated 5 years ago
- Python data science and machine learning from Ted Petrou with Dunder Data☆54Updated 2 years ago
- Notebooks for https://python-programming.quantecon.org☆54Updated last week
- Jupyter Notebooks for https://datascience.quantecon.org☆43Updated 4 years ago
- This repository has the Python equivalent code for the book Practical Statistics for Data Scientists: 50 Essential Concepts, by Peter Br…☆35Updated 7 years ago
- Introduction to Probability and Statistics☆56Updated 2 years ago
- ☆22Updated 2 years ago
- A short tutorial for data scientists on how to write tests for code + data.☆119Updated 4 years ago
- PyData NYC 2017: Pandas Head to Tail☆57Updated 7 years ago
- Reproducible Data Analysis Workflow in Jupyter☆118Updated 6 years ago
- Presented at Scipy Conference 2019☆125Updated 5 years ago
- Data exploration library with a pandas-like API☆74Updated 4 years ago
- Educational resources☆104Updated 3 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆130Updated last year
- Explorations of survival analysis in Python☆50Updated 2 years ago
- ☆47Updated 5 years ago
- Learn how to build a data analysis library from scratch☆204Updated 3 years ago
- Probabilistic Programming and Bayesian Computing with PyMC☆22Updated 8 months ago
- An easy to use waterfall chart function for Python☆161Updated 4 years ago
- A Primer on Python for Statistical Programming and Data Science☆26Updated 5 years ago
- Econometrics and data manipulation functions.☆113Updated 3 years ago
- Notebooks of Python and R code which illustrates basic causal inference using simulated data☆23Updated 5 years ago
- Public code & notebooks accompanying our blog posts & YouTube tutorials (https://www.youtube.com/c/PyMCLabs)☆24Updated 3 months ago
- "Actionable Ethics for Data Scientists" Workshop Material @ ODSC☆10Updated 9 months ago
- A Pythonic introduction to methods for scaling your data science and machine learning work to larger datasets and larger models, using th…☆114Updated 2 years ago
- ☆45Updated 4 years ago
- Baseball data analysis in Python☆5Updated 3 years ago