From 43e1866988005e5ce23ae8c54f81ca8d34b80134 Mon Sep 17 00:00:00 2001
From: Anton Reinhard <anton.reinhard@proton.me>
Date: Wed, 22 Nov 2023 02:06:40 +0100
Subject: [PATCH] Add docs for optmization

---
 docs/src/lib/internals/estimator.md    |  2 +-
 docs/src/lib/internals/optimization.md | 41 ++++++++++++++++++++++++++
 2 files changed, 42 insertions(+), 1 deletion(-)
 create mode 100644 docs/src/lib/internals/optimization.md

diff --git a/docs/src/lib/internals/estimator.md b/docs/src/lib/internals/estimator.md
index 5484a07..3cea858 100644
--- a/docs/src/lib/internals/estimator.md
+++ b/docs/src/lib/internals/estimator.md
@@ -1,4 +1,4 @@
-# Models
+# Estimation
 
 ## Interface
 
diff --git a/docs/src/lib/internals/optimization.md b/docs/src/lib/internals/optimization.md
new file mode 100644
index 0000000..8f563e8
--- /dev/null
+++ b/docs/src/lib/internals/optimization.md
@@ -0,0 +1,41 @@
+# Optimization
+
+## Interface
+
+The interface that has to be implemented for an optimization algorithm.
+
+```@autodocs
+Modules = [MetagraphOptimization]
+Pages = ["optimization/interafce.jl"]
+Order = [:type, :constant, :function]
+```
+
+## Random Walk Optimizer
+
+Implementation of a random walk algorithm.
+
+```@autodocs
+Modules = [MetagraphOptimization]
+Pages = ["estimator/random_walk.jl"]
+Order = [:type, :function]
+```
+
+## Reduction Optimizer
+
+Implementation of a an optimizer that reduces as far as possible.
+
+```@autodocs
+Modules = [MetagraphOptimization]
+Pages = ["estimator/reduce.jl"]
+Order = [:type, :function]
+```
+
+## Greedy Optimizer
+
+Implementation of a greedy optimization algorithm.
+
+```@autodocs
+Modules = [MetagraphOptimization]
+Pages = ["estimator/greedy.jl"]
+Order = [:type, :function]
+```