* Add mypy check in pre-commit

* Add mypy check in pre-commit

* bug fix

* CI fix

* add python version matrix for checking types in CI

* update github actions

* revert some accidental changes

* revert some accidental changes

* revert some accidental changes

* revert some accidental changes

---------

Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Pin databind version

* Pin databind version in gh-release CI

* Upgrade quarto and include mitigation for title issue, fix links

* repo_root

* dont run quarto independently

* test paths

* test

* resolve intermediate parents

* remove print

* add doc about effects for capabilities

* remove unnecessary imports

* improve doc

* test

* test location

* polish

* improve import of colored

* termcolor

* termcolor

* use pull request for openai test

* revert quarto upgrade

* fix ruff

* Update process_notebook to use metadata instead of a yaml comment

* upgrade quarto and version check in tool

* formatting

* address comments

* Extend process_notebooks for testing

* add command

* spelling and lint

* update docs

* Update contributing.md

* add shebang

* Update contributing.md

* lint

* Initial infrasctructure for notebooks page

* migrate two notebooks

* add readme notification for notebook dir

* override 'text' prism language to add basic syntactical structure to autogens output

* Rework to retain existing directory and not expose front matter to consumers of the notebook

* improve error handling of process notebooks

* format, ruff and type fixes

* undo changes to navbar

* update readme, CI

* whitespace

* spelling mistakes

* spelling

* Add contributing guide for notebooks

* update notebook

* formatting

* docs: jupyter support for website docs, move config docs

* update devcontainer dockerfile, fix CI issues

* update bsed on working directory

* update TLDR

* install into temp

* remove unrelated change from diff

* fix spelling issue

* Update sidebars.js

Based on the instruction here: https://github.com/peaceiris/actions-gh-pages?tab=readme-ov-file#%EF%B8%8F-first-deployment-with-github_token

Write permission is needed to publish GitHub page content to the gh-pages branch.

* test permissions

* test least permissions

* remove contents permissions

* testing permisions

* Update deploy-website.yml permission block

---------

Co-authored-by: Davor Runje <davor@airt.ai>
Co-authored-by: Eric Zhu <ekzhu@users.noreply.github.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Preparing content for MDX v3

* upgrade dcusarus to v3

* upgrade to v3

* merge main to branch

* space

* change node version to 18

* merge main

* change setup-node version

* bug fix: added escape when needed

* added escape characters in docstrings

* upgraded docusaurus to 3.0.1

* polishing

* restored commented out link

* rename file

* removed backtick

* Add support for MD files in Docusaurus

* Add support for MD files in Docusaurus

* Add support for MD files in Docusaurus

* polishing

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* cleanup

* merge with main and build scripts added

---------

Co-authored-by: Davor Runje <davor@airt.ai>
Co-authored-by: Shaokun Zhang <shaokunzhang529@gmail.com>
Co-authored-by: Victor Dibia <victordibia@microsoft.com>

* azure oai

* price update in notebook

* text Davinci

* pytorch-lightning version

* trigger action in merge queue

* types

* doc check in mege group

* add cost budget; move loc of make_dir

* support openai completion

* install pytest in workflow

* skip openai test

* test openai

* path for docs rebuild

* install datasets

* signal

* notebook

* notebook in workflow

* optional arguments and special params

* key -> k

* improve readability

* assumption

* optimize for model selection

* larger range of max_tokens

* notebook

* python package workflow

* skip on win

Bumps [actions/checkout](https://github.com/actions/checkout) from 2 to 3.
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 2 to 4.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v2...v4)

---
updated-dependencies:
- dependency-name: actions/setup-python
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>

Bumps [actions/setup-node](https://github.com/actions/setup-node) from 2 to 3.
- [Release notes](https://github.com/actions/setup-node/releases)
- [Commits](https://github.com/actions/setup-node/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/setup-node
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>

* zero-shot AutoML in readme

* use pydoc-markdown 4.5.0 to avoid error in 4.6.0

A new documentation website. And:

* add actions for doc

* update docstr

* installation instructions for doc dev

* unify README and Getting Started

* rename notebook

* doc about best_model_for_estimator #340

* docstr for keep_search_state #340

* DNN

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Z.sk <shaokunzhang@psu.edu>