Merge pull request #160 from ashutosh-b-b/KolmogorovEquations

[WIP] Add tutorial for Kolmogorov Equations from NeuralNetDiffEq

Author: ChrisRackauckas

Project.toml

@@ -16,12 +16,14 @@ DiffEqBayes = "ebbdde9d-f333-5424-9be2-dbf1e9acfb5e"
 DiffEqBiological = "eb300fae-53e8-50a0-950c-e21f52c2b7e0"
 DiffEqCallbacks = "459566f4-90b8-5000-8ac3-15dfb0a30def"
 DiffEqDevTools = "f3b72e0c-5b89-59e1-b016-84e28bfd966d"
+DiffEqNoiseProcess = "77a26b50-5914-5dd7-bc55-306e6241c503"
 DiffEqOperators = "9fdde737-9c7f-55bf-ade8-46b3f136cc48"
 DiffEqParamEstim = "1130ab10-4a5a-5621-a13d-e4788d82bd4c"
 DiffEqPhysics = "055956cb-9e8b-5191-98cc-73ae4a59e68a"
 DifferentialEquations = "0c46a032-eb83-5123-abaf-570d42b7fbaa"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
 DoubleFloats = "497a8b3b-efae-58df-a0af-a86822472b78"
+Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
 IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
 InteractiveUtils = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
@@ -31,6 +33,7 @@ MCMCChains = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
 Measurements = "eff96d63-e80a-5855-80a2-b1b0885c5ab7"
 ModelingToolkit = "961ee093-0014-501f-94e3-6117800e7a78"
 NLsolve = "2774e3e8-f4cf-5e23-947b-6d7e65073b56"
+NeuralNetDiffEq = "8faf48c0-8b73-11e9-0e63-2155955bfa4d"
 Optim = "429524aa-4258-5aef-a3af-852621145aeb"
 OrdinaryDiffEq = "1dea7af3-3e70-54e6-95c3-0bf5283fa5ed"
 ParameterizedFunctions = "65888b18-ceab-5e60-b2b9-181511a3b968"
@@ -42,6 +45,7 @@ SparseDiffTools = "47a9eef4-7e08-11e9-0b38-333d64bd3804"
 SparsityDetection = "684fba80-ace3-11e9-3d08-3bc7ed6f96df"
 StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
 StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
+StochasticDiffEq = "789caeaf-c7a9-5a7d-9973-96adeb23e2a0"
 Sundials = "c3572dad-4567-51f8-b174-8c6c989267f4"
 Unitful = "1986cc42-f94f-5a68-af5c-568840ba703d"
 Weave = "44d3d7a6-8a23-5bf8-98c5-b353f8df5ec9"