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binary_classification_shap Public
Run histogram-based gradient boosted trees binary classifier on generated data and interpret results with standard metrics, SHAP, and supervised clustering
Python UpdatedJun 9, 2025 -
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convert_reposts_to_markdown Public
Converts a text file and a SQL dump file from a Wordpress website to a series of markdown files for a static site generator (Zola)
Python UpdatedAug 1, 2024 -
Mixing, matching, and comparing Bayesian models, quantile regression, and multi-task learning
HTML UpdatedJul 20, 2024 -
miscellaneous_dirichlet Public
4 Plotly Dash apps that animate Bayesian updates of 3-dimensional Dirichlet distributions with multinomial data
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kalman_filter Public
Translating between two sets of notation for Kalman filters
HTML UpdatedMay 8, 2024 -
investment_metrics_dashboard Public
Plotly Dash app that displays profit/loss and other metrics to track performance
Python UpdatedApr 19, 2024 -
beta_binomial_plot Public
Plotly Dash app that animates Bayesian updates of beta distributions with binomial data
Python UpdatedApr 19, 2024 -
weather_data_api Public
Downloads and compiles temperature data for locations in the United States across a >40-year span
Python UpdatedApr 18, 2024 -
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profile_numpy_numba Public
Replicates results from Itamar Turner-Trauring, https://pythonspeed.com/articles/slow-numba/
Python UpdatedApr 17, 2024 -
Plots of how negative binomial distribution converges to Poisson distribution
visualization statistics r-language poisson poisson-distribution negative-binomial-distribution negative-binomialR UpdatedDec 10, 2023 -
asynchronous_downloads Public
Modular Python functions for asynchronous downloads
Python UpdatedNov 29, 2023 -
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Speed comparisons for calculating columns in Polars dataframes
HTML UpdatedSep 21, 2023 -
pop_up_python_print Public
Re-directs Python print output to a Tcl/Tk pop-up window
Python UpdatedSep 4, 2023 -
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shap_tutorial Public
How to use SHAP to interpret machine learning models
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cluster_random Public
Helper functions for exploring several papers on clustering
Python UpdatedNov 24, 2021 -
rainbow_rl_slides Public
Slide presentation reviewing advances in reinforcement learning
reinforcement-learning deep-reinforcement-learning q-learning deep-q-network deep-q-learning dueling-dqn dueling-q-networksUpdatedAug 29, 2021
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