Updated compat

Author: VaclavMacha

docs/Project.toml

@@ -27,23 +27,26 @@ Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
 
 [compat]
-BSON = "0.2.6"
-BenchmarkTools = "0.5.0"
-CSV = "0.8.3"
-DataFrames = "0.22.5"
-DifferentialEquations = "6.16.0"
-Distributions = "0.24.12"
-Documenter = "0.26.1"
-DocumenterTools = "0.1.9"
-Flux = "0.11.6"
-GLPK = "0.14.6"
-GR = "0.54.0"
-Ipopt = "0.6.5"
-JuMP = "0.21.6"
-MLDatasets = "0.5.6"
-Plots = "1.10.3"
-ProgressMeter = "1.4.1"
-Query = "1.0.0"
-RDatasets = "0.7.4"
-StatsPlots = "0.14.18"
+BSON = "0.3"
+BenchmarkTools = "1.2"
+CSV = "0.8"
+DataFrames = "1.2"
+DifferentialEquations = "6.19"
+Distributions = "0.25"
+Documenter = "0.27"
+DocumenterTools = "0.1"
+Flux = "~0.11"
+GLM = "1.5"
+GLPK = "0.14"
+GR = "0.59"
+HypothesisTests = "0.10"
+Ipopt = "0.7"
+JuMP = "0.21"
+MLDatasets = "= 0.5.6"
+Plots = "1.22"
+ProgressMeter = "1.7"
+Query = "1.0"
+RDatasets = "0.7"
+SpecialFunctions = "1.6"
+StatsPlots = "0.14"
 julia = "1.6"

docs/src/lecture_10/exercises.md

@@ -258,7 +258,7 @@ To create the dataframe, we use ```df = DataFrame(errors)```. It prints correctl
 ```@example gpuu
 using DataFrames
 
-df = DataFrame(errors)
+df = DataFrame(errors, :auto)
 
 rename!(df, [Symbol("miss$(i)") for i in 0:9])
 insertcols!(df, 1, :label => string.(0:9))