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Add more extensive usage docs #63

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merged 14 commits into from
May 4, 2022
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Fix Turing URL
sethaxen committed May 4, 2022
commit 51f47b90e190cd0c7680a52b372d858d95eb4e27
2 changes: 1 addition & 1 deletion docs/src/examples/initializing-hmc.md
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@@ -17,7 +17,7 @@ Pathfinder can be used to initialize MCMC, and in particular HMC, in 3 ways:

This tutorial demonstrates all three approaches with [DynamicHMC.jl](https://tamaspapp.eu/DynamicHMC.jl/stable/) and [AdvancedHMC.jl](https://github.com/TuringLang/AdvancedHMC.jl).
Both of these packages have standalone implementations of adaptive HMC (aka NUTS) and can be used independently of any probabilistic programming language (PPL).
Both the [Turing](Turing.ml/) and [Soss](https://github.com/cscherrer/Soss.jl) PPLs have some DynamicHMC integration, while Turing also integrates with AdvancedHMC.
Both the [Turing](https://turing.ml/stable/) and [Soss](https://github.com/cscherrer/Soss.jl) PPLs have some DynamicHMC integration, while Turing also integrates with AdvancedHMC.

For demonstration purposes, we'll use the following dummy data:

2 changes: 1 addition & 1 deletion docs/src/examples/turing.md
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@@ -1,6 +1,6 @@
# Running Pathfinder on Turing.jl models

This tutorial demonstrates how Turing can be used with Pathfinder.
This tutorial demonstrates how [Turing](https://turing.ml/stable/) can be used with Pathfinder.

We'll demonstrate with a regression example.