Update docs.yml (#422)

* Update docs.yml

* revert docs bump, remove latexstrings

* bump version and NEWS

* try without explicit `display`

Author: ericphanson

NEWS.md

@@ -1,3 +1,7 @@
+# Changes in v0.14.2
+
+* added lasso, ridge, and elastic net regression examples ([420](https://github.com/jump-dev/Convex.jl/pull/420)). Thanks to @PaulSoderlind!
+
 # Changes in v0.14.1
 
 * there was a bug causing `conj` to act in-place (reported in [#416](https://github.com/jump-dev/Convex.jl/issues/416)), which has been fixed ([#417](https://github.com/jump-dev/Convex.jl/pull/417)). This bug appears to have existed since the introduction of `conj` in Convex.jl v0.5.0.

Project.toml

@@ -1,6 +1,6 @@
 name = "Convex"
 uuid = "f65535da-76fb-5f13-bab9-19810c17039a"
-version = "0.14.1"
+version = "0.14.2"
 
 [deps]
 AbstractTrees = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"

docs/Project.toml

@@ -8,7 +8,6 @@ Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 ECOS = "e2685f51-7e38-5353-a97d-a921fd2c8199"
 GLPK = "60bf3e95-4087-53dc-ae20-288a0d20c6a6"
 Interact = "c601a237-2ae4-5e1e-952c-7a85b0c7eef1"
-LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 MAT = "23992714-dd62-5051-b70f-ba57cb901cac"

docs/examples_literate/general_examples/lasso_regression.jl

@@ -6,7 +6,7 @@
 
 # ## Load Packages and Extra Functions
 
-using DelimitedFiles, LinearAlgebra, Statistics, Plots, LaTeXStrings, Convex, SCS
+using DelimitedFiles, LinearAlgebra, Statistics, Plots, Convex, SCS
 
 import MathOptInterface
 const MOI = MathOptInterface
@@ -102,12 +102,11 @@ end
 
 #-
 
-p1 = plot( log.(γM),bLasso',
-           title = "Lasso regression coefficients",
-           xlabel = L"\log(\gamma)",
-           label = permutedims(xNames),
-           size = (600,400) )
-display(p1)
+plot(log.(γM),bLasso',
+     title = "Lasso regression coefficients",
+     xlabel = "log(γ)",
+     label = permutedims(xNames),
+     size = (600,400))
 
 # # Ridge Regression
 #
@@ -123,12 +122,11 @@ end
 
 #-
 
-p2 = plot( log.(λM),bRidge',
-           title = "Ridge regression coefficients",
-           xlabel = L"\log(\lambda)",
-           label = permutedims(xNames),
-           size = (600,400) )
-display(p2)
+plot(log.(λM),bRidge',
+     title = "Ridge regression coefficients",
+     xlabel = "log(λ)",
+     label = permutedims(xNames),
+     size = (600,400))
 
 # # Elastic Net Regression
 
@@ -142,12 +140,9 @@ end
 
 #-
 
-p3 = plot( log.(γM),bEN',
-           title = "Elastic Net regression coefficients",
-           xlabel = L"\log(\gamma)",
-           label = permutedims(xNames),
-           size = (600,400) )
-display(p3)
+plot(log.(γM),bEN',
+     title = "Elastic Net regression coefficients",
+     xlabel = "log(γ)",
+     label = permutedims(xNames),
+     size = (600,400))
 #-
-
-