tjburch
/ OrthogonalPolynomialTransformer.py
Created
February 21, 2024 01:29
Sklearn-style transformer to create orthogonal polynomials
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| from typing import Optional | |
| from sklearn.base import BaseEstimator, TransformerMixin | |
| class OrthogonalPolynomialTransformer(BaseEstimator, TransformerMixin): | |
| """Transforms input data using orthogonal polynomials.""" | |
| def __init__(self, degree: int = 1) -> None: | |
| self.degree = degree + 1 # Account for constant term | |
| self.norm2 = None | |
| self.alpha = None |
tjburch
/ baseball-data-in-julia
Last active
December 14, 2023 19:44
Using interoperability to load baseball data into Julia
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| # For pybaseball (https://github.com/jldbc/pybaseball) | |
| using DataFrames, PyCall, CSV | |
| pybaseball = pyimport("pybaseball") | |
| python_df = pybaseball.statcast("2021-04-06") | |
| julia_df = CSV.read(IOBuffer(python_df.to_csv()), DataFrame) | |
| # For baseballr (https://billpetti.github.io/baseballr/) | |
| using RCall | |
| @rlibarary baseballr | |
| julia_df = rcopy(R"baseballr::scrape_statcast_savant(start_date = '2021-04-06', end_date = '2021-04-06')" |
tjburch
/ tabpfn_census_compare.ipynb
Last active
October 24, 2022 14:23
tabpfn_census_compare.ipynb
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