External samplers docs (#403)

* Add all high level docs from Turing.jl

* Fix some permalinks.

* Converted Quickstart doc

* Converted contributing pages to jmd

* add project files

* Disable evaluating style examples

* Update and rename index.md to index.jmd

* Rename index.jmd to using-turing.jmd

* fix formatting for guide.md

* Fixed formatting.

* Update tutorials/for-developers-interface/interface.md

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* Update tutorials/for-developers-abstractmcmc-turing/how_turing_implements_abstractmcmc.md

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* Update tutorials/for-developers-abstractmcmc-turing/how_turing_implements_abstractmcmc.md

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* update sample viz

* add dummy julia code block to enable jmd building

* Bugfix for negative variance.

* More conversions

* Added dependencies and changed directory names

* Fixed dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* Fixing dependencies

* other tutorials

* other tutorials

* other tutorials

* fix merge conflict with master

* some edits to advanced

* remove weave from deps

* improve compiler

* added julia formatting for a block which it was missing (#398)

Co-authored-by: Hong Ge <[email protected]>

* AbstractMCMC fixes, rename some files, and update manifests (#399)

* abstract-mcmc

* Rename files

* no empty cell + hyperlink to bishop (#400)

* add numeric prefix to docs

* triger rebuild

* add Distributions to deps

* minor fixes

* Minor edits

* Update tutorials/docs-12-using-turing-guide/using-turing-guide.jmd

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* Update tutorials/docs-09-using-turing-advanced/advanced.jmd

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* docs draft

* Apply suggestions from code review

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* upd branch

* env

* format

* better name

* undoing rename

* undoing fck up

* working on Pathfinder example

* Apply suggestions from code review

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* citations

* no propaganda

* flesing out the examples

* format

* more concise

* format

* advancedMH

* for devs

* Apply suggestions from code review

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* Update tutorials/15-external-samplers/external-samplers.jmd

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* bug

* Apply suggestions from code review

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* upd

* Update tutorials/15-external-samplers/external-samplers.jmd

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* Update tutorials/15-external-samplers/external-samplers.jmd

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* Update external-samplers.jmd

* update manifest.toml

* Update external-samplers.jmd

* update manifest file

* bug

* upd deps

* Revert "upd deps"

This reverts commit 32284d5.

* bump manifesto

* nearly there

* bump turing

* slight formatting error

---------

Co-authored-by: Hong Ge <[email protected]>
Co-authored-by: Colton Botta <[email protected]>
Co-authored-by: Hong Ge <[email protected]>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Tor Erlend Fjelde <[email protected]>
Co-authored-by: Will Tebbutt <[email protected]>