diff --git a/Dockerfile b/Dockerfile
index 3a6f282..73a1ec6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,5 @@
 
-FROM julia:1.6.0
+FROM julia:1.6.1
 
 RUN apt-get update && \
     apt-get install -y \
diff --git a/Project.toml b/Project.toml
index 5222d4d..1e509ad 100644
--- a/Project.toml
+++ b/Project.toml
@@ -67,27 +67,28 @@ WebIO = "0f1e0344-ec1d-5b48-a673-e5cf874b6c29"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [compat]
-ArrayInterface = "2.14.17"
-BenchmarkTools = "0.5.0"
+ArrayInterface = "2.14.17, 3.1"
+BenchmarkTools = "0.5.0, 0.7"
 CSV = "0.8.4"
 Colors = "0.12.6"
 Combinatorics = "1.0.2"
-DataFrames = "0.22.6"
+DataFrames = "0.22.6, 1.1"
 DiffEqFlux = "1.24.0"
 DifferentialEquations = "6.16.0"
-Distributions = "0.23.8"
+Distributions = "0.23.8, 0.25"
 Example = "0.5.3"
-FillArrays = "0.8.14"
+FillArrays = "0.8.14, 0.11"
 ForwardDiff = "0.10.17"
-GR = "0.55.0"
+GalacticOptim = "1.1"
+GR = "0.55.0, 0.57"
 Glob = "1.3.0"
 IJulia = "1.23.2"
 ImageFiltering = "0.6.20"
 ImageMagick = "1.2.0"
-ImageShow = "0.2.3"
-Images = "0.23.3"
+ImageShow = "0.2.3, 0.3"
+Images = "0.23.3, 0.24"
 Interact = "0.10.3"
-JSExpr = "0.5.2"
+JSExpr = "0.5.2, 1.0"
 JSXGraph = "0.1.6"
 JuMP = "0.21.4"
 LaTeXStrings = "1.2.1"
@@ -102,10 +103,10 @@ OffsetArrays = "1.6.2"
 OhMyREPL = "0.5.10"
 PackageCompiler = "1.2.5"
 Pandas = "1.4.0"
-Plotly = "0.3.0"
+Plotly = "0.3.0, 0.4"
 PlotlyJS = "0.14.1"
 Plots = "1.11.0"
-Pluto = "0.12.21"
+Pluto = "0.12.21, 0.14"
 PlutoUI = "0.7.1"
 PyCall = "1.92.2"
 PyPlot = "2.9.0"
@@ -115,7 +116,7 @@ Revise = "3.1.14"
 Rotations = "1.0.2"
 ScikitLearn = "0.6.3"
 Seaborn = "0.4.1"
-SpecialFunctions = "0.10.3"
+SpecialFunctions = "0.10.3, 1.3"
 StaticArrays = "0.12.5, 1.1"
 StatsBase = "0.33.4"
 StatsPlots = "0.14.19"
@@ -126,7 +127,7 @@ Tulip = "0.7.3"
 UnicodePlots = "1.3.0"
 WAV = "1.1.0"
 WebIO = "0.8.15"
-Zygote = "0.5.17"
+Zygote = "0.5.17, 0.6"
 julia = "1.5"
 
 [extras]
diff --git a/binder/Dockerfile b/binder/Dockerfile
index 48dfebe..0b4b294 100644
--- a/binder/Dockerfile
+++ b/binder/Dockerfile
@@ -1,4 +1,4 @@
-FROM julia:1.6.0
+FROM julia:1.6.1
 
 ARG NB_USER=jovyan
 ARG NB_UID=1000