Merge pull request #212 from FluxML/dev

For a 0.2.8 release

Author: ablaom

Project.toml

@@ -1,14 +1,15 @@
 name = "MLJFlux"
 uuid = "094fc8d1-fd35-5302-93ea-dabda2abf845"
 authors = ["Anthony D. Blaom <anthony.blaom@gmail.com>", "Ayush Shridhar <ayush.shridhar1999@gmail.com>"]
-version = "0.2.7"
+version = "0.2.8"
 
 [deps]
 CategoricalArrays = "324d7699-5711-5eae-9e2f-1d82baa6b597"
 ColorTypes = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
 ComputationalResources = "ed09eef8-17a6-5b46-8889-db040fac31e3"
 Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
 MLJModelInterface = "e80e1ace-859a-464e-9ed9-23947d8ae3ea"
+Metalhead = "dbeba491-748d-5e0e-a39e-b530a07fa0cc"
 ProgressMeter = "92933f4c-e287-5a05-a399-4b506db050ca"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
@@ -18,15 +19,15 @@ Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
 CategoricalArrays = "0.10"
 ColorTypes = "0.10.3, 0.11"
 ComputationalResources = "0.3.2"
-Flux = "0.10.4, 0.11, 0.12, 0.13"
+Flux = "0.13"
+Metalhead = "0.7"
 MLJModelInterface = "1.1.1"
 ProgressMeter = "1.7.1"
 Tables = "1.0"
 julia = "1.6"
 
 [extras]
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
-MLDatasets = "eb30cadb-4394-5ae3-aed4-317e484a6458"
 MLJBase = "a7f614a8-145f-11e9-1d2a-a57a1082229d"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
@@ -35,4 +36,4 @@ StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 
 [targets]
-test = ["LinearAlgebra", "MLDatasets", "MLJBase", "Random", "StableRNGs", "Statistics", "StatsBase", "Test"]
+test = ["LinearAlgebra", "MLJBase", "Random", "StableRNGs", "Statistics", "StatsBase", "Test"]

examples/boston/README.md

@@ -1,4 +1,10 @@
-The files notebook.* in this directory cannot be executed without the
-accomanying env/ directory, which contains the package environment
-used. 
+# Contents
 
+- `notebook.ipynb`: Juptyer notebook
+- `notebook.jl`: executable Julia script annotated with comments
+
+# Important 
+
+Scripts or notebooks in this folder cannot be reliably exectued without the accompanying
+Manifest.toml and Project.toml files. If the Manifest.toml does not specify a
+`julia_version` in the first four lines, use Julia 1.6.x, where x is any integer.