Added params features to make it easier to see what was fit.

update versions of deps

Update for recent Python installs and newer pytest

0.4.6 Adding TimeSeriesInitialSplit

In this update I added TimeSeriesInitialSplit. This will split the data in a convenient way for time series testing.

Droping Stan

I love Stan, but I had to drop it as the backend sampler.

A lot of problems were solved as this package was developed. Multiprocessing
with cmdstanpy folder structures was a big one. As I used this package more
in production I started to dread it more than love it. Why? A lot of small
simple things. Keeping tabs on cmdstanpy, getting a version of python
that all of the dependancies were happy with felt tedious. In prod environments
you also have to figure out if you have C++ compilation tools like gcc.
This is not always the case. If those tools are not available then install_cmdstanpy
will not work. This is additional overhead, and something I did not want to
have to worry about. Once I got
a python version 3.8>= to work well, I found that when I wanted to make
a notebook example with Google Colab I had to wrestle with the notebook
to get a more recent version of python -- Colab comes with 3.7 by default.
The version was not all though. I had to make sure that the priority was
reset to run the more recent version. This was not the end. I also had
to install additional software that comes with the newer version of
python, but does not come with the notebook -- something called dsutils?

Why would I care so much about the notebook environment? Well, I think
there are a population of people who like to run code on notebooks. This
could be how they 'kick the tires' when trying a new package. If that
experience goes well then maybe the chances of making into production is
higher.

Though I love Stan, and it hurts to remove it, I think that these models
are simple enough to survive just fine without stans sampler.

If you are interested in how to use stan with a python then checkout out
version 4.4 of this package commit hash 49066323c08915e90b8b1e06a88cbddb52a726ae

I think these changes will make the package easier for me to maintain and
very simple to integrate for production runs.

What's Changed

• Create LICENSE by @alexhallam in https://github.com/alexhallam/tablespoon/pull/1
• refactor and clean by @alexhallam in https://github.com/alexhallam/tablespoon/pull/2
• make frequency a required parameter. Update tests and docs by @alexhallam in https://github.com/alexhallam/tablespoon/pull/4
• Update snaive.stan by @alexhallam in https://github.com/alexhallam/tablespoon/pull/5
• add build for pypi by @alexhallam in https://github.com/alexhallam/tablespoon/pull/8
• testing chain_id by @alexhallam in https://github.com/alexhallam/tablespoon/pull/9
• working Pool by @alexhallam in https://github.com/alexhallam/tablespoon/pull/10
• update snaive to make directory structures that do not conflict in mu… by @alexhallam in https://github.com/alexhallam/tablespoon/pull/12
• update for website and clean code a little by @alexhallam in https://github.com/alexhallam/tablespoon/pull/15
• rename www to docs for github page by @alexhallam in https://github.com/alexhallam/tablespoon/pull/16
• add web updates to github yaml by @alexhallam in https://github.com/alexhallam/tablespoon/pull/17
• debug liquid layout by @alexhallam in https://github.com/alexhallam/tablespoon/pull/18
• update github workflow by @alexhallam in https://github.com/alexhallam/tablespoon/pull/19
• Website code update by @alexhallam in https://github.com/alexhallam/tablespoon/pull/20
• more yaml work by @alexhallam in https://github.com/alexhallam/tablespoon/pull/21
• Website code update by @alexhallam in https://github.com/alexhallam/tablespoon/pull/22
• more docs work by @alexhallam in https://github.com/alexhallam/tablespoon/pull/23
• Clean/green by @alexhallam in https://github.com/alexhallam/tablespoon/pull/24
• try more work on mkdocstring by @alexhallam in https://github.com/alexhallam/tablespoon/pull/25
• add deploy in yml by @alexhallam in https://github.com/alexhallam/tablespoon/pull/26
• add docs by @alexhallam in https://github.com/alexhallam/tablespoon/pull/27
• clean api by @alexhallam in https://github.com/alexhallam/tablespoon/pull/28
• need to add installs by @alexhallam in https://github.com/alexhallam/tablespoon/pull/29
• add pages by @alexhallam in https://github.com/alexhallam/tablespoon/pull/30
• clean readme by @alexhallam in https://github.com/alexhallam/tablespoon/pull/31
• add skill score example to docs by @alexhallam in https://github.com/alexhallam/tablespoon/pull/32
• add some ts data by @alexhallam in https://github.com/alexhallam/tablespoon/pull/33
• Bug/local/multiproc by @alexhallam in https://github.com/alexhallam/tablespoon/pull/34
• fix docs index by @alexhallam in https://github.com/alexhallam/tablespoon/pull/35
• bump version by @alexhallam in https://github.com/alexhallam/tablespoon/pull/36
• update pypi links by @alexhallam in https://github.com/alexhallam/tablespoon/pull/37
• Feature/allow alt run by @alexhallam in https://github.com/alexhallam/tablespoon/pull/39
• Features/clean no stan run by @alexhallam in https://github.com/alexhallam/tablespoon/pull/40
• Update pyproject.toml by @alexhallam in https://github.com/alexhallam/tablespoon/pull/42
• clean snaive by @alexhallam in https://github.com/alexhallam/tablespoon/pull/43
• Non stan by @alexhallam in https://github.com/alexhallam/tablespoon/pull/44

New Contributors

• @alexhallam made their first contribution in https://github.com/alexhallam/tablespoon/pull/1

Full Changelog: https://github.com/alexhallam/tablespoon/commits/0.4.5