Dockerfile

FROM python:3

COPY . /usr/src/app
WORKDIR /usr/src/app

RUN pip3 install -r requirements.txt

#download and install julia
RUN useradd -m -s /bin/bash julia

USER julia
ENV JULIA_PROJECT=/usr/src/app
RUN ./install-julia

ENV PATH "$PATH:/home/julia/julia/bin:"
ENV PYTHON /usr/local/bin/python
RUN julia -e 'using Pkg; Pkg.instantiate()'
RUN julia -e 'using Pkg; Pkg.status()'
RUN julia -e 'println(Base.active_project())'

# script specific requirements

CMD ["python3", "main.py"]

howtoRun.txt

sudo service docker start
sudo docker build -t rdiff-test .
sudo docker run -it --rm --name my-running-rdiff-test rdiff-test

install-julia

#!/bin/bash

URL="https://julialang-s3.julialang.org/bin/linux/x64/1.4/julia-1.4.0-linux-x86_64.tar.gz"
SHAFILE="julia-1.0.0.sha256"
WORKDIR="/tmp/install-julia"

FILENAME="$(basename "${URL}")"
THISDIR="$(dirname "${BASH_SOURCE[0]}")"
set -ex

mkdir -v "${WORKDIR}"
cd "${WORKDIR}"
wget "$URL"
#sha256sum --check <(grep -F "${FILENAME}" "${THISDIR}/${SHAFILE}")

cd ~/
tar xf "${WORKDIR}/${FILENAME}"
ln -T -s julia-*/ julia

main.py

import julia

jl = julia.Julia(compiled_modules=False)
from julia import Main
Main.include('rdiff_test.jl')

if __name__ == '__main__':
    #update port if needed
    print("Calling julia method...")
    Main.calcGradient()
    print("Returned from julia method")

Manifest.toml

# This file is machine-generated - editing it directly is not advised

[[AbstractMCMC]]
deps = ["ConsoleProgressMonitor", "Distributed", "Logging", "LoggingExtras", "ProgressLogging", "Random", "StatsBase", "TerminalLoggers"]
git-tree-sha1 = "31a0a7b957525748e05599488ca6eef476fef12b"
uuid = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
version = "1.0.1"

[[AbstractTrees]]
deps = ["Markdown"]
git-tree-sha1 = "33e450545eaf7699da1a6e755f9ea65f14077a45"
uuid = "1520ce14-60c1-5f80-bbc7-55ef81b5835c"
version = "0.3.3"

[[Adapt]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "0fac443759fa829ed8066db6cf1077d888bb6573"
uuid = "79e6a3ab-5dfb-504d-930d-738a2a938a0e"
version = "2.0.2"

[[AdvancedHMC]]
deps = ["ArgCheck", "DocStringExtensions", "InplaceOps", "LinearAlgebra", "Parameters", "ProgressMeter", "Random", "Requires", "Statistics", "StatsBase", "StatsFuns"]
git-tree-sha1 = "573080c224795309a965ff61d2b442c7e14d8c04"
uuid = "0bf59076-c3b1-5ca4-86bd-e02cd72cde3d"
version = "0.2.25"

[[AdvancedMH]]
deps = ["AbstractMCMC", "Distributions", "Random", "Requires"]
git-tree-sha1 = "3d25126440a0d3412c9608498db6008309163670"
uuid = "5b7e9947-ddc0-4b3f-9b55-0d8042f74170"
version = "0.5.1"

[[ArgCheck]]
git-tree-sha1 = "dedbbb2ddb876f899585c4ec4433265e3017215a"
uuid = "dce04be8-c92d-5529-be00-80e4d2c0e197"
version = "2.1.0"

[[Arpack]]
deps = ["Arpack_jll", "Libdl", "LinearAlgebra"]
git-tree-sha1 = "2ff92b71ba1747c5fdd541f8fc87736d82f40ec9"
uuid = "7d9fca2a-8960-54d3-9f78-7d1dccf2cb97"
version = "0.4.0"

[[Arpack_jll]]
deps = ["Libdl", "OpenBLAS_jll", "Pkg"]
git-tree-sha1 = "e214a9b9bd1b4e1b4f15b22c0994862b66af7ff7"
uuid = "68821587-b530-5797-8361-c406ea357684"
version = "3.5.0+3"

[[ArrayInterface]]
deps = ["LinearAlgebra", "Requires", "SparseArrays"]
git-tree-sha1 = "066d1e7a9eb4873660791db7f0d8c7902600b81c"
uuid = "4fba245c-0d91-5ea0-9b3e-6abc04ee57a9"
version = "2.11.0"

[[AxisArrays]]
deps = ["Dates", "IntervalSets", "IterTools", "RangeArrays"]
git-tree-sha1 = "f31f50712cbdf40ee8287f0443b57503e34122ef"
uuid = "39de3d68-74b9-583c-8d2d-e117c070f3a9"
version = "0.4.3"

[[Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"

[[BenchmarkTools]]
deps = ["JSON", "Logging", "Printf", "Statistics", "UUIDs"]
git-tree-sha1 = "9e62e66db34540a0c919d72172cc2f642ac71260"
uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
version = "0.5.0"

[[Bijectors]]
deps = ["ArgCheck", "Compat", "Distributions", "LinearAlgebra", "MappedArrays", "NNlib", "Random", "Reexport", "Requires", "Roots", "SparseArrays", "Statistics", "StatsFuns"]
git-tree-sha1 = "1db975dd3ac386dd91b434e50a1eddb82e1ddaa3"
uuid = "76274a88-744f-5084-9051-94815aaf08c4"
version = "0.7.2"

[[BinaryProvider]]
deps = ["Libdl", "Logging", "SHA"]
git-tree-sha1 = "ecdec412a9abc8db54c0efc5548c64dfce072058"
uuid = "b99e7846-7c00-51b0-8f62-c81ae34c0232"
version = "0.5.10"

[[Combinatorics]]
git-tree-sha1 = "08c8b6831dc00bfea825826be0bc8336fc369860"
uuid = "861a8166-3701-5b0c-9a16-15d98fcdc6aa"
version = "1.0.2"

[[CommonSubexpressions]]
deps = ["MacroTools", "Test"]
git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
version = "0.3.0"

[[Compat]]
deps = ["Base64", "Dates", "DelimitedFiles", "Distributed", "InteractiveUtils", "LibGit2", "Libdl", "LinearAlgebra", "Markdown", "Mmap", "Pkg", "Printf", "REPL", "Random", "SHA", "Serialization", "SharedArrays", "Sockets", "SparseArrays", "Statistics", "Test", "UUIDs", "Unicode"]
git-tree-sha1 = "a6a8197ae253f2c1a22b2ae17c2dfaf5812c03aa"
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
version = "3.13.0"

[[CompilerSupportLibraries_jll]]
deps = ["Libdl", "Pkg"]
git-tree-sha1 = "7c4f882c41faa72118841185afc58a2eb00ef612"
uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
version = "0.3.3+0"

[[Conda]]
deps = ["JSON", "VersionParsing"]
git-tree-sha1 = "7a58bb32ce5d85f8bf7559aa7c2842f9aecf52fc"
uuid = "8f4d0f93-b110-5947-807f-2305c1781a2d"
version = "1.4.1"

[[ConsoleProgressMonitor]]
deps = ["Logging", "ProgressMeter"]
git-tree-sha1 = "3ab7b2136722890b9af903859afcf457fa3059e8"
uuid = "88cd18e8-d9cc-4ea6-8889-5259c0d15c8b"
version = "0.1.2"

[[DataAPI]]
git-tree-sha1 = "176e23402d80e7743fc26c19c681bfb11246af32"
uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
version = "1.3.0"

[[DataStructures]]
deps = ["InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "88d48e133e6d3dd68183309877eac74393daa7eb"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.17.20"

[[Dates]]
deps = ["Printf"]
uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"

[[DelimitedFiles]]
deps = ["Mmap"]
uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"

[[DiffResults]]
deps = ["StaticArrays"]
git-tree-sha1 = "da24935df8e0c6cf28de340b958f6aac88eaa0cc"
uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
version = "1.0.2"

[[DiffRules]]
deps = ["NaNMath", "Random", "SpecialFunctions"]
git-tree-sha1 = "eb0c34204c8410888844ada5359ac8b96292cfd1"
uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
version = "1.0.1"

[[Distributed]]
deps = ["Random", "Serialization", "Sockets"]
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"

[[Distributions]]
deps = ["FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "SpecialFunctions", "Statistics", "StatsBase", "StatsFuns"]
git-tree-sha1 = "c4ed10355637fcb0725dc6a27060f74df24f13cd"
uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
version = "0.23.2"

[[DistributionsAD]]
deps = ["Combinatorics", "Compat", "DiffRules", "Distributions", "FillArrays", "ForwardDiff", "LinearAlgebra", "MacroTools", "NaNMath", "PDMats", "Random", "Requires", "SpecialFunctions", "StaticArrays", "StatsBase", "StatsFuns", "Tracker", "ZygoteRules"]
git-tree-sha1 = "dfd9c992785bbd7e97dc99d7c110e1f9ab07e753"
uuid = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
version = "0.5.3"

[[DocStringExtensions]]
deps = ["LibGit2", "Markdown", "Pkg", "Test"]
git-tree-sha1 = "c5714d9bcdba66389612dc4c47ed827c64112997"
uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
version = "0.8.2"

[[DynamicPPL]]
deps = ["AbstractMCMC", "Bijectors", "Distributions", "MacroTools", "Random", "ZygoteRules"]
git-tree-sha1 = "b46046c78801149cc9f2b80e806fbd5a2891b652"
uuid = "366bfd00-2699-11ea-058f-f148b4cae6d8"
version = "0.8.2"

[[EllipsisNotation]]
git-tree-sha1 = "65dad386e877850e6fce4fc77f60fe75a468ce9d"
uuid = "da5c29d0-fa7d-589e-88eb-ea29b0a81949"
version = "0.4.0"

[[EllipticalSliceSampling]]
deps = ["AbstractMCMC", "ArrayInterface", "Distributions", "Random", "Statistics"]
git-tree-sha1 = "38227940de7a53f62da3d288876b96cd6892c239"
uuid = "cad2338a-1db2-11e9-3401-43bc07c9ede2"
version = "0.2.2"

[[FillArrays]]
deps = ["LinearAlgebra", "Random", "SparseArrays"]
git-tree-sha1 = "4863cbb7910079369e258dee4add9d06ead5063a"
uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
version = "0.8.14"

[[Formatting]]
deps = ["Printf"]
git-tree-sha1 = "a0c901c29c0e7c763342751c0a94211d56c0de5c"
uuid = "59287772-0a20-5a39-b81b-1366585eb4c0"
version = "0.4.1"

[[ForwardDiff]]
deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "NaNMath", "Random", "SpecialFunctions", "StaticArrays"]
git-tree-sha1 = "1d090099fb82223abc48f7ce176d3f7696ede36d"
uuid = "f6369f11-7733-5829-9624-2563aa707210"
version = "0.10.12"

[[FunctionWrappers]]
git-tree-sha1 = "e4813d187be8c7b993cb7f85cbf2b7bfbaadc694"
uuid = "069b7b12-0de2-55c6-9aab-29f3d0a68a2e"
version = "1.1.1"

[[InplaceOps]]
deps = ["LinearAlgebra", "Test"]
git-tree-sha1 = "50b41d59e7164ab6fda65e71049fee9d890731ff"
uuid = "505f98c9-085e-5b2c-8e89-488be7bf1f34"
version = "0.3.0"

[[InteractiveUtils]]
deps = ["Markdown"]
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"

[[IntervalSets]]
deps = ["Dates", "EllipsisNotation", "Statistics"]
git-tree-sha1 = "3b1cef135bc532b3c3401b309e1b8a2a2ba26af5"
uuid = "8197267c-284f-5f27-9208-e0e47529a953"
version = "0.5.1"

[[InvertedIndices]]
deps = ["Test"]
git-tree-sha1 = "15732c475062348b0165684ffe28e85ea8396afc"
uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
version = "1.0.0"

[[IterTools]]
git-tree-sha1 = "05110a2ab1fc5f932622ffea2a003221f4782c18"
uuid = "c8e1da08-722c-5040-9ed9-7db0dc04731e"
version = "1.3.0"

[[JSON]]
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
git-tree-sha1 = "b34d7cef7b337321e97d22242c3c2b91f476748e"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "0.21.0"

[[LeftChildRightSiblingTrees]]
deps = ["AbstractTrees"]
git-tree-sha1 = "71be1eb5ad19cb4f61fa8c73395c0338fd092ae0"
uuid = "1d6d02ad-be62-4b6b-8a6d-2f90e265016e"
version = "0.1.2"

[[LibGit2]]
deps = ["Printf"]
uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"

[[Libdl]]
uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"

[[Libtask]]
deps = ["BinaryProvider", "Libdl", "Pkg"]
git-tree-sha1 = "68a658db4792dfc468ea2aabcf06f3f74f153f23"
uuid = "6f1fad26-d15e-5dc8-ae53-837a1d7b8c9f"
version = "0.4.1"

[[LinearAlgebra]]
deps = ["Libdl"]
uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"

[[LogDensityProblems]]
deps = ["ArgCheck", "BenchmarkTools", "DiffResults", "DocStringExtensions", "Parameters", "Random", "Requires", "TransformVariables"]
git-tree-sha1 = "77ac6c4bb1eae4072a5d0fcfba621020f7802cc2"
uuid = "6fdf6af0-433a-55f7-b3ed-c6c6e0b8df7c"
version = "0.10.3"

[[Logging]]
uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"

[[LoggingExtras]]
deps = ["Dates"]
git-tree-sha1 = "03289aba73c0abc25ff0229bed60f2a4129cd15c"
uuid = "e6f89c97-d47a-5376-807f-9c37f3926c36"
version = "0.4.2"

[[MCMCChains]]
deps = ["AbstractMCMC", "AxisArrays", "Distributions", "Formatting", "LinearAlgebra", "Random", "RecipesBase", "Requires", "Serialization", "SpecialFunctions", "Statistics", "StatsBase"]
git-tree-sha1 = "4ecb0414630d9b6e8dd9937085f8e1aba5891444"
uuid = "c7f686f2-ff18-58e9-bc7b-31028e88f75d"
version = "3.0.12"

[[MacroTools]]
deps = ["Markdown", "Random"]
git-tree-sha1 = "f7d2e3f654af75f01ec49be82c231c382214223a"
uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
version = "0.5.5"

[[MappedArrays]]
git-tree-sha1 = "e2a02fe7ee86a10c707ff1756ab1650b40b140bb"
uuid = "dbb5928d-eab1-5f90-85c2-b9b0edb7c900"
version = "0.2.2"

[[Markdown]]
deps = ["Base64"]
uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"

[[Missings]]
deps = ["DataAPI"]
git-tree-sha1 = "de0a5ce9e5289f27df672ffabef4d1e5861247d5"
uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
version = "0.4.3"

[[Mmap]]
uuid = "a63ad114-7e13-5084-954f-fe012c677804"

[[NNlib]]
deps = ["BinaryProvider", "Libdl", "LinearAlgebra", "Requires", "Statistics"]
git-tree-sha1 = "d9f196d911f55aeaff11b11f681b135980783824"
uuid = "872c559c-99b0-510c-b3b7-b6c96a88d5cd"
version = "0.6.6"

[[NaNMath]]
git-tree-sha1 = "c84c576296d0e2fbb3fc134d3e09086b3ea617cd"
uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
version = "0.3.4"

[[NamedArrays]]
deps = ["Combinatorics", "DataStructures", "DelimitedFiles", "InvertedIndices", "LinearAlgebra", "Random", "Requires", "SparseArrays", "Statistics"]
git-tree-sha1 = "7d96d4c09526458d66ff84d7648be7eb7c38a547"
uuid = "86f7a689-2022-50b4-a561-43c23ac3c673"
version = "0.9.4"

[[OpenBLAS_jll]]
deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
git-tree-sha1 = "0c922fd9634e358622e333fc58de61f05a048492"
uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
version = "0.3.9+5"

[[OpenSpecFun_jll]]
deps = ["CompilerSupportLibraries_jll", "Libdl", "Pkg"]
git-tree-sha1 = "d51c416559217d974a1113522d5919235ae67a87"
uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
version = "0.5.3+3"

[[OrderedCollections]]
git-tree-sha1 = "293b70ac1780f9584c89268a6e2a560d938a7065"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.3.0"

[[PDMats]]
deps = ["Arpack", "LinearAlgebra", "SparseArrays", "SuiteSparse", "Test"]
git-tree-sha1 = "2fc6f50ddd959e462f0a2dbc802ddf2a539c6e35"
uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
version = "0.9.12"

[[Parameters]]
deps = ["OrderedCollections", "UnPack"]
git-tree-sha1 = "38b2e970043613c187bd56a995fe2e551821eb4a"
uuid = "d96e819e-fc66-5662-9728-84c9c7592b0a"
version = "0.12.1"

[[Parsers]]
deps = ["Dates", "Test"]
git-tree-sha1 = "8077624b3c450b15c087944363606a6ba12f925e"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "1.0.10"

[[Pkg]]
deps = ["Dates", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "UUIDs"]
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"

[[Printf]]
deps = ["Unicode"]
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"

[[ProgressLogging]]
deps = ["Logging", "SHA", "UUIDs"]
git-tree-sha1 = "59398022b661b6fd569f25de6b18fde39843196a"
uuid = "33c8b6b6-d38a-422a-b730-caa89a2f386c"
version = "0.1.3"

[[ProgressMeter]]
deps = ["Distributed", "Printf"]
git-tree-sha1 = "2de4cddc0ceeddafb6b143b5b6cd9c659b64507c"
uuid = "92933f4c-e287-5a05-a399-4b506db050ca"
version = "1.3.2"

[[PyCall]]
deps = ["Conda", "Dates", "Libdl", "LinearAlgebra", "MacroTools", "Serialization", "VersionParsing"]
git-tree-sha1 = "3a3fdb9000d35958c9ba2323ca7c4958901f115d"
uuid = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
version = "1.91.4"

[[QuadGK]]
deps = ["DataStructures", "LinearAlgebra"]
git-tree-sha1 = "0ab8a09d4478ebeb99a706ecbf8634a65077ccdc"
uuid = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
version = "2.4.0"

[[REPL]]
deps = ["InteractiveUtils", "Markdown", "Sockets"]
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"

[[Random]]
deps = ["Serialization"]
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"

[[RangeArrays]]
git-tree-sha1 = "b9039e93773ddcfc828f12aadf7115b4b4d225f5"
uuid = "b3c3ace0-ae52-54e7-9d0b-2c1406fd6b9d"
version = "0.3.2"

[[RecipesBase]]
git-tree-sha1 = "58de8f7e33b7fda6ee39eff65169cd1e19d0c107"
uuid = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
version = "1.0.2"

[[Reexport]]
deps = ["Pkg"]
git-tree-sha1 = "7b1d07f411bc8ddb7977ec7f377b97b158514fe0"
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
version = "0.2.0"

[[Requires]]
deps = ["UUIDs"]
git-tree-sha1 = "d37400976e98018ee840e0ca4f9d20baa231dc6b"
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
version = "1.0.1"

[[ReverseDiff]]
deps = ["DiffResults", "DiffRules", "ForwardDiff", "FunctionWrappers", "LinearAlgebra", "MacroTools", "NaNMath", "Random", "SpecialFunctions", "StaticArrays", "Statistics"]
git-tree-sha1 = "a3a2fbc8af1fc993aca48ba01484444bbeb39bf7"
uuid = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
version = "1.4.2"

[[Rmath]]
deps = ["Random", "Rmath_jll"]
git-tree-sha1 = "86c5647b565873641538d8f812c04e4c9dbeb370"
uuid = "79098fc4-a85e-5d69-aa6a-4863f24498fa"
version = "0.6.1"

[[Rmath_jll]]
deps = ["Libdl", "Pkg"]
git-tree-sha1 = "d76185aa1f421306dec73c057aa384bad74188f0"
uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
version = "0.2.2+1"

[[Roots]]
deps = ["Printf"]
git-tree-sha1 = "1211c7c1928c1ed29cdcef65979b7a791e3b9fbe"
uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
version = "1.0.5"

[[SHA]]
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"

[[Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"

[[SharedArrays]]
deps = ["Distributed", "Mmap", "Random", "Serialization"]
uuid = "1a1011a3-84de-559e-8e89-a11a2f7dc383"

[[Sockets]]
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"

[[SortingAlgorithms]]
deps = ["DataStructures", "Random", "Test"]
git-tree-sha1 = "03f5898c9959f8115e30bc7226ada7d0df554ddd"
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[[SparseArrays]]
deps = ["LinearAlgebra", "Random"]
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[[SpecialFunctions]]
deps = ["OpenSpecFun_jll"]
git-tree-sha1 = "d8d8b8a9f4119829410ecd706da4cc8594a1e020"
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[[StaticArrays]]
deps = ["LinearAlgebra", "Random", "Statistics"]
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[[Statistics]]
deps = ["LinearAlgebra", "SparseArrays"]
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[[StatsBase]]
deps = ["DataAPI", "DataStructures", "LinearAlgebra", "Missings", "Printf", "Random", "SortingAlgorithms", "SparseArrays", "Statistics"]
git-tree-sha1 = "a6102b1f364befdb05746f386b67c6b7e3262c45"
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[[StatsFuns]]
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deps = ["LeftChildRightSiblingTrees", "Logging", "Markdown", "Printf", "ProgressLogging", "UUIDs"]
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deps = ["Adapt", "DiffRules", "ForwardDiff", "LinearAlgebra", "MacroTools", "NNlib", "NaNMath", "Printf", "Random", "Requires", "SpecialFunctions", "Statistics", "Test"]
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git-tree-sha1 = "ceb184dd12f47f258396cff86f5e94c937a6ace1"
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[[UUIDs]]
deps = ["Random", "SHA"]
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[[Unicode]]
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[[VersionParsing]]
git-tree-sha1 = "80229be1f670524750d905f8fc8148e5a8c4537f"
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[[ZygoteRules]]
deps = ["MacroTools"]
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uuid = "700de1a5-db45-46bc-99cf-38207098b444"
version = "0.2.0"

Project.toml

[deps]
Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
PyCall = "438e738f-606a-5dbb-bf0a-cddfbfd45ab0"
ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"

rdiff_test.jl

using ReverseDiff
using Turing

Turing.setadbackend(:reversediff)
Turing.setrdcache(true)

function calcGradient()
	println("[Julia method]")
end

requirements.txt

flask
flask_restful
julia
python-dotenv