diff --git a/.envrc b/.envrc
index 3550a30..0d69151 100644
--- a/.envrc
+++ b/.envrc
@@ -1 +1,2 @@
 use flake
+eval "$shellHook"
diff --git a/flake.lock b/flake.lock
new file mode 100644
index 0000000..4e2935d
--- /dev/null
+++ b/flake.lock
@@ -0,0 +1,126 @@
+{
+  "nodes": {
+    "flake-utils": {
+      "locked": {
+        "lastModified": 1642700792,
+        "narHash": "sha256-XqHrk7hFb+zBvRg6Ghl+AZDq03ov6OshJLiSWOoX5es=",
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "rev": "846b2ae0fc4cc943637d3d1def4454213e203cba",
+        "type": "github"
+      },
+      "original": {
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "type": "github"
+      }
+    },
+    "flake-utils_2": {
+      "locked": {
+        "lastModified": 1610051610,
+        "narHash": "sha256-U9rPz/usA1/Aohhk7Cmc2gBrEEKRzcW4nwPWMPwja4Y=",
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "rev": "3982c9903e93927c2164caa727cd3f6a0e6d14cc",
+        "type": "github"
+      },
+      "original": {
+        "owner": "numtide",
+        "repo": "flake-utils",
+        "type": "github"
+      }
+    },
+    "nixpkgs": {
+      "locked": {
+        "lastModified": 1645334861,
+        "narHash": "sha256-We9ECiMglthzbZ5S6Myqqf+RHzBFZPoM2qL5/jDkUjs=",
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "d5f237872975e6fb6f76eef1368b5634ffcd266f",
+        "type": "github"
+      },
+      "original": {
+        "id": "nixpkgs",
+        "ref": "nixos-unstable",
+        "type": "indirect"
+      }
+    },
+    "nixpkgs_2": {
+      "locked": {
+        "lastModified": 1643080866,
+        "narHash": "sha256-iO3Z6jw0HEiie8UnXVpq1SxphprDYBXrVzubEa5D4eE=",
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "c07b471b52be8fbc49a7dc194e9b37a6e19ee04d",
+        "type": "github"
+      },
+      "original": {
+        "id": "nixpkgs",
+        "ref": "nixos-unstable",
+        "type": "indirect"
+      }
+    },
+    "nixpkgs_3": {
+      "locked": {
+        "lastModified": 1610729867,
+        "narHash": "sha256-bk/SBaBLqZX/PEqal27DMQwAHHl0dcZMp8NNksQr80s=",
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "rev": "04af07c659c6723a2259bb6bc00a47ec53330f20",
+        "type": "github"
+      },
+      "original": {
+        "owner": "NixOS",
+        "repo": "nixpkgs",
+        "type": "github"
+      }
+    },
+    "poetry2nix": {
+      "inputs": {
+        "flake-utils": "flake-utils_2",
+        "nixpkgs": "nixpkgs_3"
+      },
+      "locked": {
+        "lastModified": 1641997288,
+        "narHash": "sha256-l/oldhMwpIhKbsHrm0Uzl+UbtS0p/2uL4fjV0KMw980=",
+        "owner": "nix-community",
+        "repo": "poetry2nix",
+        "rev": "cf1547ba2b009e20d92d5aab0691c5286408e2bb",
+        "type": "github"
+      },
+      "original": {
+        "owner": "nix-community",
+        "repo": "poetry2nix",
+        "type": "github"
+      }
+    },
+    "root": {
+      "inputs": {
+        "nixpkgs": "nixpkgs",
+        "utils": "utils"
+      }
+    },
+    "utils": {
+      "inputs": {
+        "flake-utils": "flake-utils",
+        "nixpkgs": "nixpkgs_2",
+        "poetry2nix": "poetry2nix"
+      },
+      "locked": {
+        "lastModified": 1644073574,
+        "narHash": "sha256-2DJFEjj/XtcclHLraLEPrkDLHyExuM74UMkfK7qNCfk=",
+        "owner": "vale981",
+        "repo": "hiro-flake-utils",
+        "rev": "3d40a1dc4922e577018528d5b743e412cfa88cd4",
+        "type": "github"
+      },
+      "original": {
+        "owner": "vale981",
+        "repo": "hiro-flake-utils",
+        "type": "github"
+      }
+    }
+  },
+  "root": "root",
+  "version": 7
+}
diff --git a/flake.nix b/flake.nix
index eae2963..87bc3cd 100644
--- a/flake.nix
+++ b/flake.nix
@@ -11,6 +11,12 @@
       name = "two_qubit_model";
       shellPackages = pkgs: with pkgs; [ black pyright ];
       python = pkgs: pkgs.python39;
+      shellOverride = (oldAttrs: {
+        shellHook = ''
+                    export PYTHONPATH=/home/hiro/src/hops/:$PYTHONPATH
+                    export PYTHONPATH=/home/hiro/src/stocproc/:$PYTHONPATH
+                    '';
+      });
       poetryArgs = {
         projectDir = ./.;
       };
diff --git a/poetry.lock b/poetry.lock
index c330410..ce86f43 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,7 +2,7 @@
 name = "appnope"
 version = "0.1.2"
 description = "Disable App Nap on macOS >= 10.9"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -10,7 +10,7 @@ python-versions = "*"
 name = "asttokens"
 version = "2.0.5"
 description = "Annotate AST trees with source code positions"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -20,19 +20,66 @@ six = "*"
 [package.extras]
 test = ["astroid", "pytest"]
 
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+
 [[package]]
 name = "backcall"
 version = "0.2.0"
 description = "Specifications for callback functions passed in to an API"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "beartype"
+version = "0.10.1"
+description = "Unbearably fast runtime type checking in pure Python."
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.extras]
+all = ["typing-extensions (>=3.10.0.0)"]
+dev = ["coverage (>=5.5)", "sphinx", "typing-extensions", "mypy (>=0.800)", "numpy", "pytest (>=4.0.0)", "tox (>=3.20.1)", "sphinx (>=4.1.0)"]
+doc-rtd = ["sphinx (==4.1.0)", "sphinx-rtd-theme (==0.5.1)"]
+test-tox = ["sphinx", "typing-extensions", "mypy (>=0.800)", "numpy", "pytest (>=4.0.0)"]
+test-tox-coverage = ["coverage (>=5.5)"]
+
+[[package]]
+name = "binfootprint"
+version = "0.1.0"
+description = "binary representation for simple data structures"
+category = "main"
+optional = false
+python-versions = ">=3.9,<3.11"
+develop = false
+
+[package.dependencies]
+numpy = "^1.5.1"
+
+[package.source]
+type = "git"
+url = "https://github.com/vale981/binfootprint"
+reference = "master"
+resolved_reference = "f30a9691a5dab1c288b0fafb95ce35c686e1aa29"
+
 [[package]]
 name = "black"
 version = "22.1.0"
 description = "The uncompromising code formatter."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6.2"
 
@@ -52,44 +99,210 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "click"
-version = "8.0.3"
+version = "8.0.4"
 description = "Composable command line interface toolkit"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click-spinner"
+version = "0.1.10"
+description = "Spinner for Click"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["click", "pytest", "six"]
+
 [[package]]
 name = "colorama"
 version = "0.4.4"
 description = "Cross-platform colored terminal text."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "coloredlogs"
+version = "15.0.1"
+description = "Colored terminal output for Python's logging module"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+humanfriendly = ">=9.1"
+
+[package.extras]
+cron = ["capturer (>=2.4)"]
+
+[[package]]
+name = "cycler"
+version = "0.11.0"
+description = "Composable style cycles"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "deprecated"
+version = "1.2.13"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+wrapt = ">=1.10,<2"
+
+[package.extras]
+dev = ["tox", "bump2version (<1)", "sphinx (<2)", "importlib-metadata (<3)", "importlib-resources (<4)", "configparser (<5)", "sphinxcontrib-websupport (<2)", "zipp (<2)", "PyTest (<5)", "PyTest-Cov (<2.6)", "pytest", "pytest-cov"]
+
 [[package]]
 name = "executing"
 version = "0.8.2"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "fcspline"
+version = "0.1"
+description = "A fast cubic spline interpolator for real and complex data."
+category = "main"
+optional = false
+python-versions = ">=3.9,<3.11"
+develop = false
+
+[package.dependencies]
+numpy = "^1.20.3"
+scipy = "^1.7.3"
+
+[package.source]
+type = "git"
+url = "https://github.com/vale981/fcSpline"
+reference = "master"
+resolved_reference = "c979361a3e7d3d0eb7f16b99cb58b424156fd788"
+
+[[package]]
+name = "filelock"
+version = "3.6.0"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
+testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+
+[[package]]
+name = "fonttools"
+version = "4.29.1"
+description = "Tools to manipulate font files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
+graphite = ["lz4 (>=1.7.4.2)"]
+interpolatable = ["scipy", "munkres"]
+lxml = ["lxml (>=4.0,<5)"]
+pathops = ["skia-pathops (>=0.5.0)"]
+plot = ["matplotlib"]
+symfont = ["sympy"]
+type1 = ["xattr"]
+ufo = ["fs (>=2.2.0,<3)"]
+unicode = ["unicodedata2 (>=14.0.0)"]
+woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
+
+[[package]]
+name = "grpcio"
+version = "1.44.0"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.44.0)"]
+
+[[package]]
+name = "h5py"
+version = "3.6.0"
+description = "Read and write HDF5 files from Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.14.5"
+
+[[package]]
+name = "hops"
+version = "2.0.0"
+description = "HOPS implementation of the TU-Dresden Theoretical Quantum Optics Group"
+category = "main"
+optional = false
+python-versions = ">=3.9,<3.11"
+develop = false
+
+[package.dependencies]
+beartype = "^0.10.1"
+binfootprint = {git = "https://github.com/vale981/binfootprint", branch = "master"}
+click-spinner = "^0.1.10"
+coloredlogs = "^15.0.1"
+h5py = "^3.6.0"
+ipython = "^8.0.1"
+matplotlib = "^3.5.0"
+numpy = "^1.22.2"
+prettytable = "^3.0.0"
+ray = "^1.9.2"
+scipy = "^1.7.3"
+stocproc = {git = "https://github.com/vale981/stocproc", branch = "master"}
+tqdm = "^4.62.3"
+typer = "^0.4.0"
+
+[package.source]
+type = "git"
+url = "git@gitlab.hrz.tu-chemnitz.de:s8896854--tu-dresden.de/hops.git"
+reference = "BathMemoryTruncation"
+resolved_reference = "736ec0a02bf5147e0299d3d030ec46d1c7e37055"
+
+[[package]]
+name = "humanfriendly"
+version = "10.0"
+description = "Human friendly output for text interfaces using Python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+
 [[package]]
 name = "ipython"
 version = "8.0.1"
 description = "IPython: Productive Interactive Computing"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 
@@ -124,7 +337,7 @@ test_extra = ["pytest", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat",
 name = "jedi"
 version = "0.18.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -135,17 +348,80 @@ parso = ">=0.8.0,<0.9.0"
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
 testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
 
+[[package]]
+name = "jsonschema"
+version = "4.4.0"
+description = "An implementation of JSON Schema validation for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+attrs = ">=17.4.0"
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "kiwisolver"
+version = "1.3.2"
+description = "A fast implementation of the Cassowary constraint solver"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "matplotlib"
+version = "3.5.1"
+description = "Python plotting package"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+cycler = ">=0.10"
+fonttools = ">=4.22.0"
+kiwisolver = ">=1.0.1"
+numpy = ">=1.17"
+packaging = ">=20.0"
+pillow = ">=6.2.0"
+pyparsing = ">=2.2.1"
+python-dateutil = ">=2.7"
+setuptools_scm = ">=4"
+
 [[package]]
 name = "matplotlib-inline"
 version = "0.1.3"
 description = "Inline Matplotlib backend for Jupyter"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
+name = "mpmath"
+version = "1.2.1"
+description = "Python library for arbitrary-precision floating-point arithmetic"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+develop = ["pytest (>=4.6)", "pycodestyle", "pytest-cov", "codecov", "wheel"]
+tests = ["pytest (>=4.6)"]
+
+[[package]]
+name = "msgpack"
+version = "1.0.3"
+description = "MessagePack (de)serializer."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "mypy"
 version = "0.910"
@@ -167,7 +443,7 @@ python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
 name = "mypy-extensions"
 version = "0.4.3"
 description = "Experimental type system extensions for programs checked with the mypy typechecker."
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -194,7 +470,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 name = "parso"
 version = "0.8.3"
 description = "A Python Parser"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -206,7 +482,7 @@ testing = ["docopt", "pytest (<6.0.0)"]
 name = "pathspec"
 version = "0.9.0"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
@@ -214,7 +490,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 name = "pexpect"
 version = "4.8.0"
 description = "Pexpect allows easy control of interactive console applications."
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -225,15 +501,23 @@ ptyprocess = ">=0.5"
 name = "pickleshare"
 version = "0.7.5"
 description = "Tiny 'shelve'-like database with concurrency support"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pillow"
+version = "9.0.1"
+description = "Python Imaging Library (Fork)"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "platformdirs"
-version = "2.5.0"
+version = "2.5.1"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
@@ -241,22 +525,44 @@ python-versions = ">=3.7"
 docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
 test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
 
+[[package]]
+name = "prettytable"
+version = "3.1.1"
+description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+wcwidth = "*"
+
+[package.extras]
+tests = ["pytest", "pytest-cov", "pytest-lazy-fixture"]
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.28"
 description = "Library for building powerful interactive command lines in Python"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "protobuf"
+version = "3.19.4"
+description = "Protocol Buffers"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -264,7 +570,7 @@ python-versions = "*"
 name = "pure-eval"
 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -275,7 +581,7 @@ tests = ["pytest"]
 name = "pygments"
 version = "2.11.2"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
@@ -290,6 +596,41 @@ python-versions = ">=3.6"
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
+[[package]]
+name = "pyreadline3"
+version = "3.4.1"
+description = "A python implementation of GNU readline."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyrsistent"
+version = "0.18.1"
+description = "Persistent/Functional/Immutable data structures"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pyyaml"
+version = "6.0"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "qutip"
 version = "4.6.3"
@@ -310,6 +651,53 @@ runtime_compilation = ["cython (>=0.29.20)"]
 semidefinite = ["cvxpy (>=1.0)", "cvxopt"]
 tests = ["pytest (>=5.2)", "pytest-rerunfailures"]
 
+[[package]]
+name = "ray"
+version = "1.10.0"
+description = "Ray provides a simple, universal API for building distributed applications."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+attrs = "*"
+click = ">=7.0"
+filelock = "*"
+grpcio = ">=1.28.1"
+jsonschema = "*"
+msgpack = ">=1.0.0,<2.0.0"
+numpy = {version = ">=1.19.3", markers = "python_version >= \"3.9\""}
+protobuf = ">=3.15.3"
+pyyaml = "*"
+redis = ">=3.5.0"
+
+[package.extras]
+all = ["pandas", "colorful", "aiohttp-cors", "scikit-image", "numpy (>=1.19)", "aiosignal", "gpustat (>=1.0.0b1)", "tensorboardX (>=1.9)", "scipy", "aiohttp (>=3.7)", "dm-tree", "ray-cpp (==1.10.0)", "requests", "kubernetes", "frozenlist", "urllib3", "opentelemetry-exporter-otlp (==1.1.0)", "gym", "matplotlib (!=3.4.3)", "smart-open", "fsspec", "opencensus", "aiorwlock", "py-spy (>=0.2.0)", "fastapi", "lz4", "aioredis (<2)", "tabulate", "starlette", "pyarrow (>=4.0.1)", "opentelemetry-api (==1.1.0)", "prometheus-client (>=0.7.1)", "pyyaml", "uvicorn", "opentelemetry-sdk (==1.1.0)"]
+cpp = ["ray-cpp (==1.10.0)"]
+data = ["pandas", "pyarrow (>=4.0.1)", "fsspec", "numpy (>=1.19)"]
+default = ["aiohttp (>=3.7)", "aiosignal", "aiohttp-cors", "aioredis (<2)", "colorful", "frozenlist", "py-spy (>=0.2.0)", "requests", "gpustat (>=1.0.0b1)", "opencensus", "prometheus-client (>=0.7.1)", "smart-open"]
+k8s = ["kubernetes", "urllib3"]
+observability = ["opentelemetry-api (==1.1.0)", "opentelemetry-sdk (==1.1.0)", "opentelemetry-exporter-otlp (==1.1.0)"]
+rllib = ["pandas", "tabulate", "tensorboardX (>=1.9)", "requests", "dm-tree", "gym", "lz4", "matplotlib (!=3.4.3)", "scikit-image", "pyyaml", "scipy"]
+serve = ["frozenlist", "starlette", "aiohttp-cors", "colorful", "aiosignal", "gpustat (>=1.0.0b1)", "prometheus-client (>=0.7.1)", "aiorwlock", "opencensus", "py-spy (>=0.2.0)", "requests", "fastapi", "aiohttp (>=3.7)", "smart-open", "uvicorn", "aioredis (<2)"]
+tune = ["pandas", "tabulate", "tensorboardX (>=1.9)", "requests"]
+
+[[package]]
+name = "redis"
+version = "4.1.4"
+description = "Python client for Redis database and key-value store"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+deprecated = ">=1.2.3"
+packaging = ">=20.4"
+
+[package.extras]
+hiredis = ["hiredis (>=1.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
+
 [[package]]
 name = "scipy"
 version = "1.8.0"
@@ -321,11 +709,27 @@ python-versions = ">=3.8,<3.11"
 [package.dependencies]
 numpy = ">=1.17.3,<1.25.0"
 
+[[package]]
+name = "setuptools-scm"
+version = "6.4.2"
+description = "the blessed package to manage your versions by scm tags"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+packaging = ">=20.0"
+tomli = ">=1.0.0"
+
+[package.extras]
+test = ["pytest (>=6.2)", "virtualenv (>20)"]
+toml = ["setuptools (>=42)"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
@@ -333,7 +737,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 name = "stack-data"
 version = "0.2.0"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
@@ -345,6 +749,27 @@ pure-eval = "*"
 [package.extras]
 tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]
 
+[[package]]
+name = "stocproc"
+version = "1.0.5"
+description = "Generate continuous time stationary stochastic processes from a given auto correlation function."
+category = "main"
+optional = false
+python-versions = ">=3.9,<3.11"
+develop = false
+
+[package.dependencies]
+fcSpline = {git = "https://github.com/vale981/fcSpline", branch = "master"}
+mpmath = "^1.2.1"
+numpy = "^1.22.2"
+scipy = "^1.7.3"
+
+[package.source]
+type = "git"
+url = "https://github.com/vale981/stocproc"
+reference = "master"
+resolved_reference = "6687f5aa07aea254625bca6c50abf460f190ebc7"
+
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -357,26 +782,59 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "tqdm"
+version = "4.62.3"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+telegram = ["requests"]
+
 [[package]]
 name = "traitlets"
 version = "5.1.1"
 description = "Traitlets Python configuration system"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
 test = ["pytest"]
 
+[[package]]
+name = "typer"
+version = "0.4.0"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+click = ">=7.1.1,<9.0.0"
+
+[package.extras]
+all = ["colorama (>=0.4.3,<0.5.0)", "shellingham (>=1.3.0,<2.0.0)"]
+dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)"]
+doc = ["mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=5.4.0,<6.0.0)", "markdown-include (>=0.5.1,<0.6.0)"]
+test = ["shellingham (>=1.3.0,<2.0.0)", "pytest (>=4.4.0,<5.4.0)", "pytest-cov (>=2.10.0,<3.0.0)", "coverage (>=5.2,<6.0)", "pytest-xdist (>=1.32.0,<2.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "mypy (==0.910)", "black (>=19.10b0,<20.0b0)", "isort (>=5.0.6,<6.0.0)"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.1.1"
 description = "Backported and Experimental Type Hints for Python 3.6+"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -384,14 +842,22 @@ python-versions = ">=3.6"
 name = "wcwidth"
 version = "0.2.5"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "wrapt"
+version = "1.13.3"
+description = "Module for decorators, wrappers and monkey patching."
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.9,<3.11"
-content-hash = "f0b9f5cb76e41476634f8ca894ea1282c0bdce077a5b85f462563735d58baf5c"
+content-hash = "344fb808e013d47037546383e09e7d7c0dd9d78f980c86c074d1a34d85240cfd"
 
 [metadata.files]
 appnope = [
@@ -402,10 +868,19 @@ asttokens = [
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 ]
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+]
 backcall = [
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 ]
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+    {file = "beartype-0.10.1.tar.gz", hash = "sha256:ef228e66938b4f4487d8b306a1d19a0938bc4ef244b6162309f423ccc8cefc76"},
+]
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@@ -432,21 +907,115 @@ black = [
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diff --git a/pyproject.toml b/pyproject.toml
index 2acb083..8b4477b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,6 +10,8 @@ repository = "https://github.com/vale981/two_qubit_model"
 python = ">=3.9,<3.11"
 numpy = "^1.20.0"
 qutip = "^4.6.3"
+hops = { git = "git@gitlab.hrz.tu-chemnitz.de:s8896854--tu-dresden.de/hops.git", branch="BathMemoryTruncation" }
+beartype = "^0.10.1"
 
 [tool.poetry.dev-dependencies]
 mypy = "^0.910"