diff --git a/.gitignore b/.gitignore
index 0613db01cb6125474213eeee7cf32f79e8ee143d..b6ba45782c613cd095dd01104b99918dacfc7224 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,4 @@
 *.jl.*.cov
 .ipynb_checkpoints
 *.gif
+Manifest.toml
diff --git a/Manifest.toml b/Manifest.toml
deleted file mode 100644
index 374808b3586ea3faa6969e202f6f19b7a87f2e55..0000000000000000000000000000000000000000
--- a/Manifest.toml
+++ /dev/null
@@ -1,1082 +0,0 @@
-# This file is machine-generated - editing it directly is not advised
-
-julia_version = "1.9.3"
-manifest_format = "2.0"
-project_hash = "de06a4084cc927261aea28cc342de88540b5a0c4"
-
-[[deps.ArgTools]]
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-version = "1.1.1"
-
-[[deps.Artifacts]]
-uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
-
-[[deps.Base64]]
-uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
-
-[[deps.BitFlags]]
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-version = "0.1.7"
-
-[[deps.Bzip2_jll]]
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-version = "1.0.8+0"
-
-[[deps.Cairo_jll]]
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-[[deps.ColorVectorSpace]]
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-
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-
-    [deps.ColorVectorSpace.weakdeps]
-    SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
-
-[[deps.Colors]]
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-[[deps.Compat]]
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-    [deps.Compat.extensions]
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-[[deps.Xorg_libICE_jll]]
-deps = ["Libdl", "Pkg"]
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-[[deps.Xorg_libSM_jll]]
-deps = ["Libdl", "Pkg", "Xorg_libICE_jll"]
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-[[deps.Xorg_libX11_jll]]
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-[[deps.Xorg_libXau_jll]]
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-[[deps.Xorg_libXcursor_jll]]
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-[[deps.Xorg_libXdmcp_jll]]
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-[[deps.Xorg_libXext_jll]]
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-[[deps.Xorg_libXfixes_jll]]
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-[[deps.Xorg_libXi_jll]]
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-[[deps.Xorg_libXinerama_jll]]
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-[[deps.Xorg_libXrandr_jll]]
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-
-[[deps.Xorg_libXrender_jll]]
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-git-tree-sha1 = "19560f30fd49f4d4efbe7002a1037f8c43d43b96"
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-version = "0.9.10+4"
-
-[[deps.Xorg_libpthread_stubs_jll]]
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-git-tree-sha1 = "8fdda4c692503d44d04a0603d9ac0982054635f9"
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-version = "0.1.1+0"
-
-[[deps.Xorg_libxcb_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "XSLT_jll", "Xorg_libXau_jll", "Xorg_libXdmcp_jll", "Xorg_libpthread_stubs_jll"]
-git-tree-sha1 = "b4bfde5d5b652e22b9c790ad00af08b6d042b97d"
-uuid = "c7cfdc94-dc32-55de-ac96-5a1b8d977c5b"
-version = "1.15.0+0"
-
-[[deps.Xorg_libxkbfile_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libX11_jll"]
-git-tree-sha1 = "730eeca102434283c50ccf7d1ecdadf521a765a4"
-uuid = "cc61e674-0454-545c-8b26-ed2c68acab7a"
-version = "1.1.2+0"
-
-[[deps.Xorg_xcb_util_cursor_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xcb_util_image_jll", "Xorg_xcb_util_jll", "Xorg_xcb_util_renderutil_jll"]
-git-tree-sha1 = "04341cb870f29dcd5e39055f895c39d016e18ccd"
-uuid = "e920d4aa-a673-5f3a-b3d7-f755a4d47c43"
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-
-[[deps.Xorg_xcb_util_image_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "0fab0a40349ba1cba2c1da699243396ff8e94b97"
-uuid = "12413925-8142-5f55-bb0e-6d7ca50bb09b"
-version = "0.4.0+1"
-
-[[deps.Xorg_xcb_util_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_libxcb_jll"]
-git-tree-sha1 = "e7fd7b2881fa2eaa72717420894d3938177862d1"
-uuid = "2def613f-5ad1-5310-b15b-b15d46f528f5"
-version = "0.4.0+1"
-
-[[deps.Xorg_xcb_util_keysyms_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "d1151e2c45a544f32441a567d1690e701ec89b00"
-uuid = "975044d2-76e6-5fbe-bf08-97ce7c6574c7"
-version = "0.4.0+1"
-
-[[deps.Xorg_xcb_util_renderutil_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "dfd7a8f38d4613b6a575253b3174dd991ca6183e"
-uuid = "0d47668e-0667-5a69-a72c-f761630bfb7e"
-version = "0.3.9+1"
-
-[[deps.Xorg_xcb_util_wm_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Xorg_xcb_util_jll"]
-git-tree-sha1 = "e78d10aab01a4a154142c5006ed44fd9e8e31b67"
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-version = "0.4.1+1"
-
-[[deps.Xorg_xkbcomp_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_libxkbfile_jll"]
-git-tree-sha1 = "330f955bc41bb8f5270a369c473fc4a5a4e4d3cb"
-uuid = "35661453-b289-5fab-8a00-3d9160c6a3a4"
-version = "1.4.6+0"
-
-[[deps.Xorg_xkeyboard_config_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Xorg_xkbcomp_jll"]
-git-tree-sha1 = "691634e5453ad362044e2ad653e79f3ee3bb98c3"
-uuid = "33bec58e-1273-512f-9401-5d533626f822"
-version = "2.39.0+0"
-
-[[deps.Xorg_xtrans_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "e92a1a012a10506618f10b7047e478403a046c77"
-uuid = "c5fb5394-a638-5e4d-96e5-b29de1b5cf10"
-version = "1.5.0+0"
-
-[[deps.ZMQ]]
-deps = ["FileWatching", "Sockets", "ZeroMQ_jll"]
-git-tree-sha1 = "356d2bdcc0bce90aabee1d1c0f6d6f301eda8f77"
-uuid = "c2297ded-f4af-51ae-bb23-16f91089e4e1"
-version = "1.2.2"
-
-[[deps.ZeroMQ_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "libsodium_jll"]
-git-tree-sha1 = "fe5c65a526f066fb3000da137d5785d9649a8a47"
-uuid = "8f1865be-045e-5c20-9c9f-bfbfb0764568"
-version = "4.3.4+0"
-
-[[deps.Zlib_jll]]
-deps = ["Libdl"]
-uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
-version = "1.2.13+0"
-
-[[deps.Zstd_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl"]
-git-tree-sha1 = "49ce682769cd5de6c72dcf1b94ed7790cd08974c"
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-version = "1.5.5+0"
-
-[[deps.eudev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "gperf_jll"]
-git-tree-sha1 = "431b678a28ebb559d224c0b6b6d01afce87c51ba"
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-version = "3.2.9+0"
-
-[[deps.fzf_jll]]
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-git-tree-sha1 = "868e669ccb12ba16eaf50cb2957ee2ff61261c56"
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-version = "0.29.0+0"
-
-[[deps.gperf_jll]]
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-git-tree-sha1 = "3516a5630f741c9eecb3720b1ec9d8edc3ecc033"
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-version = "3.1.1+0"
-
-[[deps.libaom_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "3a2ea60308f0996d26f1e5354e10c24e9ef905d4"
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-version = "3.4.0+0"
-
-[[deps.libass_jll]]
-deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "HarfBuzz_jll", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "5982a94fcba20f02f42ace44b9894ee2b140fe47"
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-
-[[deps.libblastrampoline_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
-version = "5.8.0+0"
-
-[[deps.libevdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "141fe65dc3efabb0b1d5ba74e91f6ad26f84cc22"
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-version = "1.11.0+0"
-
-[[deps.libfdk_aac_jll]]
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-git-tree-sha1 = "daacc84a041563f965be61859a36e17c4e4fcd55"
-uuid = "f638f0a6-7fb0-5443-88ba-1cc74229b280"
-version = "2.0.2+0"
-
-[[deps.libinput_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "eudev_jll", "libevdev_jll", "mtdev_jll"]
-git-tree-sha1 = "ad50e5b90f222cfe78aa3d5183a20a12de1322ce"
-uuid = "36db933b-70db-51c0-b978-0f229ee0e533"
-version = "1.18.0+0"
-
-[[deps.libpng_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Zlib_jll"]
-git-tree-sha1 = "94d180a6d2b5e55e447e2d27a29ed04fe79eb30c"
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-version = "1.6.38+0"
-
-[[deps.libsodium_jll]]
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-git-tree-sha1 = "848ab3d00fe39d6fbc2a8641048f8f272af1c51e"
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-version = "1.0.20+0"
-
-[[deps.libvorbis_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Ogg_jll", "Pkg"]
-git-tree-sha1 = "b910cb81ef3fe6e78bf6acee440bda86fd6ae00c"
-uuid = "f27f6e37-5d2b-51aa-960f-b287f2bc3b7a"
-version = "1.3.7+1"
-
-[[deps.mtdev_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "814e154bdb7be91d78b6802843f76b6ece642f11"
-uuid = "009596ad-96f7-51b1-9f1b-5ce2d5e8a71e"
-version = "1.1.6+0"
-
-[[deps.nghttp2_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
-version = "1.48.0+0"
-
-[[deps.p7zip_jll]]
-deps = ["Artifacts", "Libdl"]
-uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
-version = "17.4.0+0"
-
-[[deps.x264_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "4fea590b89e6ec504593146bf8b988b2c00922b2"
-uuid = "1270edf5-f2f9-52d2-97e9-ab00b5d0237a"
-version = "2021.5.5+0"
-
-[[deps.x265_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
-git-tree-sha1 = "ee567a171cce03570d77ad3a43e90218e38937a9"
-uuid = "dfaa095f-4041-5dcd-9319-2fabd8486b76"
-version = "3.5.0+0"
-
-[[deps.xkbcommon_jll]]
-deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg", "Wayland_jll", "Wayland_protocols_jll", "Xorg_libxcb_jll", "Xorg_xkeyboard_config_jll"]
-git-tree-sha1 = "9c304562909ab2bab0262639bd4f444d7bc2be37"
-uuid = "d8fb68d0-12a3-5cfd-a85a-d49703b185fd"
-version = "1.4.1+1"
diff --git a/Project.toml b/Project.toml
index db67834ff6fd049913f9026351001d8df27000ad..a391b9185448ecaf46014aa541985c41462f8f2c 100644
--- a/Project.toml
+++ b/Project.toml
@@ -2,3 +2,6 @@
 IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
 LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
+
+[compat]
+julia = "1.6"
diff --git a/start_notebook.jl b/start_notebook.jl
new file mode 100644
index 0000000000000000000000000000000000000000..234933d5381b38d44b2d27a81743e33b674bc92e
--- /dev/null
+++ b/start_notebook.jl
@@ -0,0 +1,4 @@
+using Pkg
+Pkg.activate(".")
+using IJulia
+notebook(dir=pwd())