final doc tweaks; no more substantive warnings from Documenter

FluxML · Jun 12, 2024 · 6746b8b · 6746b8b
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diff --git a/docs/Project.toml b/docs/Project.toml
@@ -1,10 +1,20 @@
 [deps]
+CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
 DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 DocumenterTools = "35a29f4d-8980-5a13-9543-d66fff28ecb8"
 Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
+Imbalance = "c709b415-507b-45b7-9a3d-1767c89fde68"
+Languages = "8ef0a80b-9436-5d2c-a485-80b904378c43"
 MLDatasets = "eb30cadb-4394-5ae3-aed4-317e484a6458"
 MLJ = "add582a8-e3ab-11e8-2d5e-e98b27df1bc7"
+MLJDecisionTreeInterface = "c6f25543-311c-4c74-83dc-3ea6d1015661"
 MLJFlux = "094fc8d1-fd35-5302-93ea-dabda2abf845"
+MLJIteration = "614be32b-d00c-4edb-bd02-1eb411ab5e55"
+MLJMultivariateStatsInterface = "1b6a4a23-ba22-4f51-9698-8599985d3728"
+MLJXGBoostInterface = "54119dfa-1dab-4055-a167-80440f4f7a91"
+MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54"
 Optimisers = "3bd65402-5787-11e9-1adc-39752487f4e2"
+Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 RDatasets = "ce6b1742-4840-55fa-b093-852dadbb1d8b"
+WordTokenizers = "796a5d58-b03d-544a-977e-18100b691f6e"
diff --git a/docs/src/common_workflows/architecture_search/README.md b/docs/src/common_workflows/architecture_search/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/common_workflows/comparison/README.md b/docs/src/common_workflows/comparison/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/common_workflows/composition/README.md b/docs/src/common_workflows/composition/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/common_workflows/early_stopping/README.md b/docs/src/common_workflows/early_stopping/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/common_workflows/early_stopping/notebook.jl b/docs/src/common_workflows/early_stopping/notebook.jl
@@ -1,4 +1,4 @@
-# # Early Stopping with MLJFlux
+# # Early Stopping with MLJ
 
 # This demonstration is available as a Jupyter notebook or julia script
 # [here](https://github.com/FluxML/MLJFlux.jl/tree/dev/docs/src/common_workflows/early_stopping).

diff --git a/docs/src/common_workflows/hyperparameter_tuning/README.md b/docs/src/common_workflows/hyperparameter_tuning/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/common_workflows/incremental_training/README.md b/docs/src/common_workflows/incremental_training/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/common_workflows/live_training/README.md b/docs/src/common_workflows/live_training/README.md
@@ -11,5 +11,5 @@
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.
diff --git a/docs/src/extended_examples/MNIST/README.md b/docs/src/extended_examples/MNIST/README.md
@@ -1,9 +1,5 @@
 # Contents
 
-**Important.** This folder was updated in June 2024 but will no longer be updated. 
-
-For the lastest version of this example see [here](/docs/src/full\ tutorials/MNIST).
-
 | file                        | description                                              |
 |:----------------------------|:---------------------------------------------------------|
 | `notebook.ipynb`            | Juptyer notebook (executed)                              |
@@ -15,5 +11,5 @@ For the lastest version of this example see [here](/docs/src/full\ tutorials/MNI
 
 # Important 
 
-Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Scripts or notebooks in this folder cannot be reliably executed without the accompanying
 Manifest.toml and Project.toml files.