oneoffcoder / booksLinks
A collection of online books for data science, computer science and coding!
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- Sample projects using Ploomber.☆86Updated last year
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Updated last year
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- 🥄✨Time-series Benchmark methods that are Simple and Probabilistic☆41Updated last year
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- A library for Time Series EDA (exploratory data analysis)☆69Updated 11 months ago
- Parallel processing on pandas with progress bars☆59Updated 3 weeks ago
- Cookiecutter template for testing Python scikit-learn classifiers.☆36Updated last year
- JupyterLab renderer of dagitty causal diagrams☆23Updated last year
- Pairwise association measures of statistical variable types☆21Updated 3 years ago
- It's all in the name☆79Updated 2 years ago
- Website: Data Umbrella & PyMC open source sessions☆26Updated last year
- sktime - python toolbox for time series: pipelines and transformers☆24Updated 2 years ago
- Machine learning based causal inference/uplift in Python☆61Updated last year
- Explorations of survival analysis in Python☆50Updated 2 years ago
- Missing data amputation and exploration functions for Python☆71Updated 2 years ago
- [VLDB 2022] Dash application for "Navigating the Labyrinth of Time Series Anomaly Detection"☆24Updated 2 years ago
- How to Interpret SHAP Analyses: A Non-Technical Guide☆56Updated 3 years ago
- Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking☆55Updated 3 years ago
- Exploring some issues related to churn☆16Updated last year
- Repository for a workshop on Bayesian Decision Analysis☆71Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆107Updated 2 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆134Updated last year
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆61Updated 10 months ago
- Polars Time Series Extension☆29Updated 5 months ago
- Statistical analysis and visualization of state transition phenomena☆85Updated 7 months ago
- vanilla machine learning☆111Updated 2 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆51Updated 3 years ago
- A python module that provides a quick way to overview a DataFrame☆49Updated 2 years ago