juanitorduz / website_projects

Repository containing the code of the projects presented in my personal website.

Website Projects

This repository contains the code of the projects presented in my personal website https://juanitorduz.github.io.

• Feel free to share and use the code.

• If you find a mistake or typo please let me know (ideally report as an issue or open a pull request).

• Comments and suggestions are always welcome.

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Local Development

We use pipenv.

• Create environment variables in your shell:

pipenv install --dev

• Activate:

pipenv shell

Remark: The nutpie package requires cargo, a rust package manager. For installation instructions, see here.

website_projects's Issues

Dirac Operator on a Cone

I want to describe the explicit computation of the Dirac operator on a manifold with conic metric as implicitly done in the paper An index theorem for first order regular singular operators, by Brüning and Seeley.

Add Orbit ML

Orbit ML requires s specific version of pystan which is a bit tricky to install, see #74 and https://discourse.mc-stan.org/t/error-installing-pystan-in-python-3-10-with-gcc-9-2-0/27895/6

Explore Facebook Prophet Forecasting

Experiment with Facebook's Prophet forecasting package with weekly data.

Fix pipenv ci/cd

The ci/cd for pipenv is failing since #72

Mismatch labels of vertical lines in `intro_sts_tfp.ipynb`

Dear @juanitorduz, in cell 34 and cell 38 in your article Exploring TensorFlow Probability STS Forecasting, you wrote

ax[i].axvline(x= param_mean + param_std, color=sns_c[3], linestyle='--', label=r'$\mu \pm 2\sigma$')

I thought the label should be r'$\mu \pm \sigma$' (without number 2) to match the value param_mean+param_std. Please let me know if this is the case or I'm missing something here?

By the way, thanks for the article. I've learned a lot just by following your step-by-step code snippets there.

Add `causalml`

pipenv was not locking for causalml in 9a2e076