Pinned Repositories
2015-texts-wordcloud
2016-web-scrape-herbs
asynchronous_downloads
Modular Python functions for asynchronous downloads
bayes_regress
bayesian_quantile_multitask_nn
Mixing, matching, and comparing Bayesian models, quantile regression, and multi-task learning
investment_metrics_dashboard
Plotly Dash app that displays profit/loss and other metrics to track performance
miscellaneous_dirichlet
4 Plotly Dash apps that animate Bayesian updates of 3-dimensional Dirichlet distributions with multinomial data
pandas_polars
Speed comparisons for dataframe libraries
shap_tutorial
How to use SHAP to interpret machine learning models
weather_data_api
Downloads and compiles temperature data for locations in the United States across a >40-year span
afairless's Repositories
afairless/shap_tutorial
How to use SHAP to interpret machine learning models
afairless/miscellaneous_dirichlet
4 Plotly Dash apps that animate Bayesian updates of 3-dimensional Dirichlet distributions with multinomial data
afairless/asynchronous_downloads
Modular Python functions for asynchronous downloads
afairless/bayes_regress
afairless/bayesian_quantile_multitask_nn
Mixing, matching, and comparing Bayesian models, quantile regression, and multi-task learning
afairless/cluster_random
Helper functions for exploring several papers on clustering
afairless/investment_metrics_dashboard
Plotly Dash app that displays profit/loss and other metrics to track performance
afairless/pandas_polars
Speed comparisons for dataframe libraries
afairless/polars_add_columns_dynamically_fast
Speed comparisons for calculating columns in Polars dataframes
afairless/weather_data_api
Downloads and compiles temperature data for locations in the United States across a >40-year span
afairless/beta_binomial_plot
Plotly Dash app that animates Bayesian updates of beta distributions with binomial data
afairless/binary_classification_shap
Run histogram-based gradient boosted trees binary classifier on generated data and interpret results with standard metrics, SHAP, and supervised clustering
afairless/cicd_test01
afairless/classifying-medicine
Results of binary classification of Yelp reviews as pertaining to conventional or alternative medicine using random forests
afairless/clinical_trial_failures
afairless/convert_reposts_to_markdown
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)
afairless/dotfiles
Configuration files
afairless/dynamic-rolling-average
afairless/genetic_deap
afairless/kalman_filter
Translating between two sets of notation for Kalman filters
afairless/negative_binomial_poisson_plot
Plots of how negative binomial distribution converges to Poisson distribution
afairless/peanuts-plotting-relationships
Exploratory data analysis of the things that give Charlie Brown grief
afairless/plot_time_steps
Plots time series by group
afairless/pop_up_python_print
Re-directs Python print output to a Tcl/Tk pop-up window
afairless/profile_numpy_numba
Replicates results from Itamar Turner-Trauring, https://pythonspeed.com/articles/slow-numba/
afairless/python_dir_template_03
afairless/python_stan_arviz_example_02
afairless/rainbow_rl_slides
Slide presentation reviewing advances in reinforcement learning
afairless/set_up_env
Scripting to set up tools in new environment
afairless/sheets
Notes and (cheat)sheets and examples for various stuff