diff --git a/Dockerfile b/Dockerfile
index 6561fa6c..4e2451eb 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,7 +2,7 @@
 # https://medium.com/@albertazzir/blazing-fast-python-docker-builds-with-poetry-a78a66f5aed0
 
 # The builder image, used to build the virtual environment
-FROM python:3.11-buster as builder
+FROM python:3.11-buster AS builder
 
 RUN pip install poetry==2.0.0
 
@@ -22,10 +22,10 @@ COPY pyproject.toml poetry.lock ./
 # Because poetry will complain if a README.md is not found, we create a dummy one.
 RUN touch README.md
 
-RUN poetry install --without development --extras=fit --no-root && rm -rf $POETRY_CACHE_DIR
+RUN poetry install --without development --no-root && rm -rf $POETRY_CACHE_DIR
 
 # The runtime image, used to run the code
-FROM python:3.11-slim-buster as runtime
+FROM python:3.11-slim-buster AS runtime
 
 LABEL image.author.name="Judith Bernett"
 LABEL image.author.email="judith.bernett@tum.de"
diff --git a/docs/conf.py b/docs/conf.py
index d8642592..857cf384 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -56,9 +56,9 @@
 # the built documents.
 #
 # The short X.Y version.
-version = "1.1.2"
+version = "1.1.3"
 # The full version, including alpha/beta/rc tags.
-release = "1.1.2"
+release = "1.1.3"
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/poetry.lock b/poetry.lock
index 53f4fb07..64628322 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -310,10 +310,10 @@ uvloop = ["uvloop (>=0.15.2)"]
 name = "bokeh"
 version = "3.4.3"
 description = "Interactive plots and applications in the browser from Python"
-optional = true
+optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"fit\""
+markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "bokeh-3.4.3-py3-none-any.whl", hash = "sha256:c6f33817f866fc67fbeb5df79cd13a8bb592c05c591f3fd7f4f22b824f7afa01"},
     {file = "bokeh-3.4.3.tar.gz", hash = "sha256:b7c22fb0f7004b04f12e1b7b26ee0269a26737a08ded848fb58f6a34ec1eb155"},
@@ -398,7 +398,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(sys_platform == \"linux\" or sys_platform == \"darwin\") and (python_version == \"3.11\" or python_version >= \"3.12\") and (platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\") and (python_version == \"3.11\" or sys_platform == \"darwin\" or sys_platform == \"linux\")"
+markers = "python_version == \"3.11\" and sys_platform == \"linux\" and platform_python_implementation != \"PyPy\" or python_version == \"3.11\" and sys_platform == \"darwin\" or python_version >= \"3.12\" and sys_platform == \"linux\" and platform_python_implementation != \"PyPy\" or python_version >= \"3.12\" and sys_platform == \"darwin\""
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -616,7 +616,7 @@ files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
 ]
-markers = {main = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\"", development = "python_version == \"3.11\" or python_version >= \"3.12\""}
+markers = {main = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\"", development = "python_version == \"3.11\" or python_version >= \"3.12\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -632,7 +632,7 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "(platform_system == \"Windows\" or sys_platform == \"win32\" or os_name == \"nt\") and (python_version == \"3.11\" or python_version >= \"3.12\")", development = "python_version == \"3.11\" or python_version >= \"3.12\""}
+markers = {main = "python_version == \"3.11\" and platform_system == \"Windows\" or python_version == \"3.11\" and sys_platform == \"win32\" or python_version == \"3.11\" and os_name == \"nt\" or python_version >= \"3.12\" and platform_system == \"Windows\" or python_version >= \"3.12\" and sys_platform == \"win32\" or python_version >= \"3.12\" and os_name == \"nt\"", development = "python_version == \"3.11\" or python_version >= \"3.12\""}
 
 [[package]]
 name = "colorlog"
@@ -748,7 +748,7 @@ description = "cryptography is a package which provides cryptographic recipes an
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and sys_platform == \"linux\""
+markers = "python_version == \"3.11\" and sys_platform == \"linux\" or python_version >= \"3.12\" and sys_platform == \"linux\""
 files = [
     {file = "cryptography-44.0.0-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:84111ad4ff3f6253820e6d3e58be2cc2a00adb29335d4cacb5ab4d4d34f2a123"},
     {file = "cryptography-44.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b15492a11f9e1b62ba9d73c210e2416724633167de94607ec6069ef724fad092"},
@@ -796,10 +796,10 @@ test-randomorder = ["pytest-randomly"]
 name = "curve-curator"
 version = "0.5.1"
 description = "CurveCurator is an open-source analysis platform for any dose-dependent data. It fits a classical 4-parameter equation to estimate effect potency, effect size, and the statistical significance of the observed response. 2D-thresholding efficiently reduces false positives in high-throughput experiments and separates relevant from irrelevant or insignificant hits in an automated and unbiased manner. An interactive dashboard allows users to quickly explore data locally."
-optional = true
+optional = false
 python-versions = "<3.13,>=3.11"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"fit\""
+markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "curve_curator-0.5.1-py3-none-any.whl", hash = "sha256:23b74f7c92f1cc9bd0fdedb3429514df4b779fa39a98dfe5eb4ae14efb67b0ee"},
 ]
@@ -1511,7 +1511,7 @@ description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and sys_platform == \"linux\""
+markers = "python_version == \"3.11\" and sys_platform == \"linux\" or python_version >= \"3.12\" and sys_platform == \"linux\""
 files = [
     {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
     {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
@@ -1560,7 +1560,7 @@ description = "An implementation of JSON Schema validation for Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\""
+markers = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\""
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
@@ -1583,7 +1583,7 @@ description = "The JSON Schema meta-schemas and vocabularies, exposed as a Regis
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\""
+markers = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\""
 files = [
     {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
     {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
@@ -2272,7 +2272,7 @@ description = "CUBLAS native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728"},
     {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-win_amd64.whl", hash = "sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906"},
@@ -2285,7 +2285,7 @@ description = "CUDA profiling tools runtime libs."
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e"},
     {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4"},
@@ -2298,7 +2298,7 @@ description = "NVRTC native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2"},
     {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed"},
@@ -2311,7 +2311,7 @@ description = "CUDA Runtime native Libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"},
     {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344"},
@@ -2324,7 +2324,7 @@ description = "cuDNN runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-manylinux2014_x86_64.whl", hash = "sha256:165764f44ef8c61fcdfdfdbe769d687e06374059fbb388b6c89ecb0e28793a6f"},
     {file = "nvidia_cudnn_cu12-9.1.0.70-py3-none-win_amd64.whl", hash = "sha256:6278562929433d68365a07a4a1546c237ba2849852c0d4b2262a486e805b977a"},
@@ -2340,7 +2340,7 @@ description = "CUFFT native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl", hash = "sha256:794e3948a1aa71fd817c3775866943936774d1c14e7628c74f6f7417224cdf56"},
     {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-win_amd64.whl", hash = "sha256:d9ac353f78ff89951da4af698f80870b1534ed69993f10a4cf1d96f21357e253"},
@@ -2353,7 +2353,7 @@ description = "CURAND native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:9d264c5036dde4e64f1de8c50ae753237c12e0b1348738169cd0f8a536c0e1e0"},
     {file = "nvidia_curand_cu12-10.3.2.106-py3-none-win_amd64.whl", hash = "sha256:75b6b0c574c0037839121317e17fd01f8a69fd2ef8e25853d826fec30bdba74a"},
@@ -2366,7 +2366,7 @@ description = "CUDA solver native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd"},
     {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-win_amd64.whl", hash = "sha256:74e0c3a24c78612192a74fcd90dd117f1cf21dea4822e66d89e8ea80e3cd2da5"},
@@ -2384,7 +2384,7 @@ description = "CUSPARSE native runtime libraries"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c"},
     {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-win_amd64.whl", hash = "sha256:b798237e81b9719373e8fae8d4f091b70a0cf09d9d85c95a557e11df2d8e9a5a"},
@@ -2400,7 +2400,7 @@ description = "NVIDIA Collective Communication Library (NCCL) Runtime"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1fc150d5c3250b170b29410ba682384b14581db722b2531b0d8d33c595f33d01"},
     {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:057f6bf9685f75215d0c53bf3ac4a10b3e6578351de307abad9e18a99182af56"},
@@ -2413,7 +2413,7 @@ description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a"},
     {file = "nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cf4eaa7d4b6b543ffd69d6abfb11efdeb2db48270d94dfd3a452c24150829e41"},
@@ -2427,7 +2427,7 @@ description = "NVIDIA Tools Extension"
 optional = false
 python-versions = ">=3"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5"},
     {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"},
@@ -2799,15 +2799,15 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poetry"
-version = "2.0.0"
+version = "2.0.1"
 description = "Python dependency management and packaging made easy."
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "poetry-2.0.0-py3-none-any.whl", hash = "sha256:d099fe8b3ee4d21f32d55fe85194f004ea2492749e8fc071980f20a8c65c9416"},
-    {file = "poetry-2.0.0.tar.gz", hash = "sha256:9416b1e3657ed02cda9599ae73b604bd68f187adaa2d8d1bcc804dacfa9bcd1f"},
+    {file = "poetry-2.0.1-py3-none-any.whl", hash = "sha256:eb780a8acbd6eec4bc95e8ba104058c5129ea5a44115fc9b1fc0a2235412734d"},
+    {file = "poetry-2.0.1.tar.gz", hash = "sha256:a2987c3162f6ded6db890701a6fc657d2cfcc702e9421ef4c345211c8bffc5d5"},
 ]
 
 [package.dependencies]
@@ -2821,7 +2821,7 @@ keyring = ">=25.1.0,<26.0.0"
 packaging = ">=24.0"
 pkginfo = ">=1.12,<2.0"
 platformdirs = ">=3.0.0,<5"
-poetry-core = "2.0.0"
+poetry-core = "2.0.1"
 pyproject-hooks = ">=1.0.0,<2.0.0"
 requests = ">=2.26,<3.0"
 requests-toolbelt = ">=1.0.0,<2.0.0"
@@ -2833,15 +2833,15 @@ xattr = {version = ">=1.0.0,<2.0.0", markers = "sys_platform == \"darwin\""}
 
 [[package]]
 name = "poetry-core"
-version = "2.0.0"
+version = "2.0.1"
 description = "Poetry PEP 517 Build Backend"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "poetry_core-2.0.0-py3-none-any.whl", hash = "sha256:1da7dd9279c5af8ed63f05c87a743dcadbf048dfe78f21c436710829cfff95fe"},
-    {file = "poetry_core-2.0.0.tar.gz", hash = "sha256:3317a3cc3932011a61114236b2d49883f4fb1403d2f5e97771ac0d077cfa396f"},
+    {file = "poetry_core-2.0.1-py3-none-any.whl", hash = "sha256:a3c7009536522cda4eb0fb3805c9dc935b5537f8727dd01efb9c15e51a17552b"},
+    {file = "poetry_core-2.0.1.tar.gz", hash = "sha256:10177c2772469d9032a49f0d8707af761b1c597cea3b4fb31546e5cd436eb157"},
 ]
 
 [[package]]
@@ -2997,7 +2997,7 @@ description = ""
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\""
+markers = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\""
 files = [
     {file = "protobuf-5.29.3-cp310-abi3-win32.whl", hash = "sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888"},
     {file = "protobuf-5.29.3-cp310-abi3-win_amd64.whl", hash = "sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a"},
@@ -3064,7 +3064,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(sys_platform == \"linux\" or sys_platform == \"darwin\") and (python_version == \"3.11\" or python_version >= \"3.12\") and (platform_python_implementation != \"PyPy\" or sys_platform == \"darwin\") and (python_version == \"3.11\" or sys_platform == \"darwin\" or sys_platform == \"linux\")"
+markers = "python_version == \"3.11\" and sys_platform == \"linux\" and platform_python_implementation != \"PyPy\" or python_version == \"3.11\" and sys_platform == \"darwin\" or python_version >= \"3.12\" and sys_platform == \"linux\" and platform_python_implementation != \"PyPy\" or python_version >= \"3.12\" and sys_platform == \"darwin\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -3253,7 +3253,7 @@ description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and sys_platform == \"win32\""
+markers = "python_version == \"3.11\" and sys_platform == \"win32\" or python_version >= \"3.12\" and sys_platform == \"win32\""
 files = [
     {file = "pywin32-ctypes-0.2.3.tar.gz", hash = "sha256:d162dc04946d704503b2edc4d55f3dba5c1d539ead017afa00142c38b9885755"},
     {file = "pywin32_ctypes-0.2.3-py3-none-any.whl", hash = "sha256:8a1513379d709975552d202d942d9837758905c8d01eb82b8bcc30918929e7b8"},
@@ -3432,7 +3432,7 @@ description = "Ray provides a simple, universal API for building distributed app
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\""
+markers = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\""
 files = [
     {file = "ray-2.40.0-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:064af8bc52cc988c82470b8e76e5df417737fa7c1d87f597a892c69eb4ec3caa"},
     {file = "ray-2.40.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:45beb4019cd20b6cb10572d8012c771bccd623f544a669da6797ccf993c4bb33"},
@@ -3491,7 +3491,7 @@ description = "JSON Referencing + Python"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\""
+markers = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\""
 files = [
     {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
     {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
@@ -3582,7 +3582,7 @@ description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"multiprocessing\""
+markers = "python_version == \"3.11\" and extra == \"multiprocessing\" or python_version >= \"3.12\" and extra == \"multiprocessing\""
 files = [
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6c7b99ca52c2c1752b544e310101b98a659b720b21db00e65edca34483259967"},
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be2eb3f2495ba669d2a985f9b426c1797b7d48d6963899276d22f23e33d47e37"},
@@ -3716,7 +3716,7 @@ description = "C version of reader, parser and emitter for ruamel.yaml derived f
 optional = false
 python-versions = ">=3.9"
 groups = ["development"]
-markers = "platform_python_implementation == \"CPython\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_python_implementation == \"CPython\" or python_version >= \"3.12\" and platform_python_implementation == \"CPython\""
 files = [
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:11f891336688faf5156a36293a9c362bdc7c88f03a8a027c2c1d8e0bcde998e5"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a606ef75a60ecf3d924613892cc603b154178ee25abb3055db5062da811fd969"},
@@ -3906,7 +3906,7 @@ description = "Python bindings to FreeDesktop.org Secret Service API"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and sys_platform == \"linux\""
+markers = "python_version == \"3.11\" and sys_platform == \"linux\" or python_version >= \"3.12\" and sys_platform == \"linux\""
 files = [
     {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
     {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
@@ -4543,10 +4543,10 @@ visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.6.0)"]
 name = "tornado"
 version = "6.4.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-optional = true
+optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"fit\""
+markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e828cce1123e9e44ae2a50a9de3055497ab1d0aeb440c5ac23064d9e44880da1"},
     {file = "tornado-6.4.2-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:072ce12ada169c5b00b7d92a99ba089447ccc993ea2143c9ede887e0937aa803"},
@@ -4591,7 +4591,7 @@ description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "*"
 groups = ["main"]
-markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and (python_version == \"3.11\" or python_version >= \"3.12\")"
+markers = "python_version == \"3.11\" and platform_system == \"Linux\" and platform_machine == \"x86_64\" or python_version >= \"3.12\" and platform_system == \"Linux\" and platform_machine == \"x86_64\""
 files = [
     {file = "triton-3.0.0-1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e1efef76935b2febc365bfadf74bcb65a6f959a9872e5bddf44cc9e0adce1e1a"},
     {file = "triton-3.0.0-1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5ce8520437c602fb633f1324cc3871c47bee3b67acf9756c1a66309b60e3216c"},
@@ -4628,11 +4628,11 @@ description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "development"]
+markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
-markers = {main = "python_version == \"3.11\" or python_version >= \"3.12\"", development = "python_version >= \"3.12\" or python_version == \"3.11\""}
 
 [[package]]
 name = "tzdata"
@@ -4907,7 +4907,7 @@ description = "Python wrapper for extended filesystem attributes"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and sys_platform == \"darwin\""
+markers = "python_version == \"3.11\" and sys_platform == \"darwin\" or python_version >= \"3.12\" and sys_platform == \"darwin\""
 files = [
     {file = "xattr-1.1.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:acb85b6249e9f3ea10cbb56df1021d43f4027212f0d004304bc9075dc7f54769"},
     {file = "xattr-1.1.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1a848ab125c0fafdc501ccd83b4c9018bba576a037a4ca5960a22f39e295552e"},
@@ -4991,10 +4991,10 @@ test = ["pytest"]
 name = "xyzservices"
 version = "2024.9.0"
 description = "Source of XYZ tiles providers"
-optional = true
+optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "(python_version == \"3.11\" or python_version >= \"3.12\") and extra == \"fit\""
+markers = "python_version == \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "xyzservices-2024.9.0-py3-none-any.whl", hash = "sha256:776ae82b78d6e5ca63dd6a94abb054df8130887a4a308473b54a6bd364de8644"},
     {file = "xyzservices-2024.9.0.tar.gz", hash = "sha256:68fb8353c9dbba4f1ff6c0f2e5e4e596bb9e1db7f94f4f7dfbcb26e25aa66fde"},
@@ -5120,10 +5120,9 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 type = ["pytest-mypy"]
 
 [extras]
-fit = ["curve-curator"]
 multiprocessing = ["ray"]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.11,<3.13"
-content-hash = "971ca554729193609ee47bfc910548e20a602919073876b71ca187b41c7dbb9d"
+content-hash = "bf0f826f8f395e1a264fd633e045bd60e57945e152008f1e7c8916c71e85a5a3"
diff --git a/pyproject.toml b/pyproject.toml
index 5c3ef3d1..9f627157 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "drevalpy"
-version = "1.1.2"
+version = "1.1.3"
 description = "Drug response evaluation of cancer cell line drug response models in a fair setting"
 authors = ["DrEvalPy development team"]
 license = "GPL-3.0"
@@ -23,13 +23,13 @@ pingouin = "*"
 plotly = "*"
 matplotlib = "*"
 importlib-resources = "*"
-curve-curator = {version = "*", optional = true}
+curve-curator = "*"
 ray = {version = "*", optional = true}
 toml = {version = "^0.10.2"}
 poetry-plugin-export = "*"
+poetry = "^2.0.1"
 
 [tool.poetry.extras]
-fit = ["curve-curator"]
 multiprocessing = ["ray"]
 
 [tool.poetry.group.development.dependencies]
diff --git a/requirements.txt b/requirements.txt
index bf36f104..1f9783f5 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -3,16 +3,18 @@ aiohttp==3.11.11 ; python_version >= "3.11" and python_version < "3.13"
 aiosignal==1.3.2 ; python_version >= "3.11" and python_version < "3.13"
 attrs==24.3.0 ; python_version >= "3.11" and python_version < "3.13"
 backports-tarfile==1.2.0 ; python_version >= "3.11" and python_version < "3.12"
+bokeh==3.4.3 ; python_version >= "3.11" and python_version < "3.13"
 build==1.2.2.post1 ; python_version >= "3.11" and python_version < "3.13"
 cachecontrol[filecache]==0.14.2 ; python_version >= "3.11" and python_version < "3.13"
 certifi==2024.12.14 ; python_version >= "3.11" and python_version < "3.13"
 cffi==1.17.1 ; python_version >= "3.11" and python_version < "3.13" and (sys_platform == "darwin" or sys_platform == "linux") and (sys_platform == "darwin" or platform_python_implementation != "PyPy")
 charset-normalizer==3.4.1 ; python_version >= "3.11" and python_version < "3.13"
 cleo==2.1.0 ; python_version >= "3.11" and python_version < "3.13"
-colorama==0.4.6 ; python_version >= "3.11" and python_version < "3.13" and (platform_system == "Windows" or os_name == "nt")
+colorama==0.4.6 ; python_version >= "3.11" and python_version < "3.13" and (platform_system == "Windows" or sys_platform == "win32" or os_name == "nt")
 contourpy==1.3.1 ; python_version >= "3.11" and python_version < "3.13"
 crashtest==0.4.1 ; python_version >= "3.11" and python_version < "3.13"
 cryptography==44.0.0 ; python_version >= "3.11" and python_version < "3.13" and sys_platform == "linux"
+curve-curator==0.5.1 ; python_version >= "3.11" and python_version < "3.13"
 cycler==0.12.1 ; python_version >= "3.11" and python_version < "3.13"
 distlib==0.3.9 ; python_version >= "3.11" and python_version < "3.13"
 dulwich==0.22.7 ; python_version >= "3.11" and python_version < "3.13"
@@ -26,6 +28,7 @@ fsspec[http]==2024.12.0 ; python_version >= "3.11" and python_version < "3.13"
 idna==3.10 ; python_version >= "3.11" and python_version < "3.13"
 importlib-metadata==8.5.0 ; python_version >= "3.11" and python_version < "3.12"
 importlib-resources==6.5.2 ; python_version >= "3.11" and python_version < "3.13"
+iniconfig==2.0.0 ; python_version >= "3.11" and python_version < "3.13"
 installer==0.7.0 ; python_version >= "3.11" and python_version < "3.13"
 jaraco-classes==3.4.0 ; python_version >= "3.11" and python_version < "3.13"
 jaraco-context==6.0.1 ; python_version >= "3.11" and python_version < "3.13"
@@ -65,14 +68,16 @@ pingouin==0.5.5 ; python_version >= "3.11" and python_version < "3.13"
 pkginfo==1.12.0 ; python_version >= "3.11" and python_version < "3.13"
 platformdirs==4.3.6 ; python_version >= "3.11" and python_version < "3.13"
 plotly==5.24.1 ; python_version >= "3.11" and python_version < "3.13"
-poetry-core==2.0.0 ; python_version >= "3.11" and python_version < "3.13"
+pluggy==1.5.0 ; python_version >= "3.11" and python_version < "3.13"
+poetry-core==2.0.1 ; python_version >= "3.11" and python_version < "3.13"
 poetry-plugin-export==1.8.0 ; python_version >= "3.11" and python_version < "3.13"
-poetry==2.0.0 ; python_version >= "3.11" and python_version < "3.13"
+poetry==2.0.1 ; python_version >= "3.11" and python_version < "3.13"
 propcache==0.2.1 ; python_version >= "3.11" and python_version < "3.13"
 psutil==6.1.1 ; python_version >= "3.11" and python_version < "3.13"
 pycparser==2.22 ; python_version >= "3.11" and python_version < "3.13" and (sys_platform == "darwin" or sys_platform == "linux") and (sys_platform == "darwin" or platform_python_implementation != "PyPy")
 pyparsing==3.2.1 ; python_version >= "3.11" and python_version < "3.13"
 pyproject-hooks==1.2.0 ; python_version >= "3.11" and python_version < "3.13"
+pytest==7.4.4 ; python_version >= "3.11" and python_version < "3.13"
 python-dateutil==2.9.0.post0 ; python_version >= "3.11" and python_version < "3.13"
 pytorch-lightning==2.5.0.post0 ; python_version >= "3.11" and python_version < "3.13"
 pytz==2024.2 ; python_version >= "3.11" and python_version < "3.13"
@@ -98,6 +103,7 @@ tomlkit==0.13.2 ; python_version >= "3.11" and python_version < "3.13"
 torch-geometric==2.6.1 ; python_version >= "3.11" and python_version < "3.13"
 torch==2.4.0 ; python_version >= "3.11" and python_version < "3.13"
 torchmetrics==1.6.1 ; python_version >= "3.11" and python_version < "3.13"
+tornado==6.4.2 ; python_version >= "3.11" and python_version < "3.13"
 tqdm==4.67.1 ; python_version >= "3.11" and python_version < "3.13"
 triton==3.0.0 ; platform_system == "Linux" and platform_machine == "x86_64" and python_version < "3.13" and python_version >= "3.11"
 trove-classifiers==2025.1.7.14 ; python_version >= "3.11" and python_version < "3.13"
@@ -107,5 +113,6 @@ urllib3==2.3.0 ; python_version >= "3.11" and python_version < "3.13"
 virtualenv==20.28.1 ; python_version >= "3.11" and python_version < "3.13"
 xarray==2025.1.1 ; python_version >= "3.11" and python_version < "3.13"
 xattr==1.1.4 ; python_version >= "3.11" and python_version < "3.13" and sys_platform == "darwin"
+xyzservices==2024.9.0 ; python_version >= "3.11" and python_version < "3.13"
 yarl==1.18.3 ; python_version >= "3.11" and python_version < "3.13"
 zipp==3.21.0 ; python_version >= "3.11" and python_version < "3.12"