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A Recipe for Curve Fitting

tommyodland.com · published 3 October 2025

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A Recipe for Training Neural Networks Read at the source ↗
karpathy.github.io
https://en.wikipedia.org/wiki/Occam%27s_razor
en.wikipedia.org
https://en.wikipedia.org/wiki/List_of_mathematical_functions
en.wikipedia.org
https://en.wikipedia.org/wiki/Power_transform
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https://en.wikipedia.org/wiki/Generalized_Pareto_distribution
en.wikipedia.org
The average value Read at the source ↗
tommyodland.com
The reverse pseudo-Huber loss function Read at the source ↗
tommyodland.com
https://en.wikipedia.org/wiki/Barrier_function
en.wikipedia.org
https://en.wikipedia.org/wiki/Inverse-variance_weighting
en.wikipedia.org
Weights in statistics Read at the source ↗
notstatschat.rbind.io
https://blogs.sas.com/content/iml/2017/10/02/weight-variables-in-statistics-sas.html
blogs.sas.com
https://en.wikipedia.org/wiki/Bayesian_hierarchical_modeling
en.wikipedia.org
https://tommyodland.com/articles/2024/an-opinionated-guide-to-scikit-learn
tommyodland.com
https://en.wikipedia.org/wiki/Homoscedasticity_and_heteroscedasticity
en.wikipedia.org
https://www.sympy.org/en/index.html
sympy.org
https://www.wolframalpha.com/
wolframalpha.com
https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.check_grad.html
docs.scipy.org
https://github.com/jax-ml/jax
github.com
https://github.com/hips/autograd
github.com
https://pytorch.org/
pytorch.org
https://github.com/tensorflow/tensorflow
github.com
https://mc-stan.org/
mc-stan.org
https://en.wikipedia.org/wiki/Catastrophic_cancellation
en.wikipedia.org
https://www.plunk.org/~hatch/rightway.html
plunk.org