diff --git a/poetry.lock b/poetry.lock
index 1f7a278..59775f4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -625,36 +625,6 @@ pipfile-deprecated-finder = ["pip-shims (>=0.5.2)", "pipreqs", "requirementslib"
 plugins = ["setuptools"]
 requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
-[[package]]
-name = "jax"
-version = "0.4.12"
-description = "Differentiate, compile, and transform Numpy code."
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
-[package.dependencies]
-ml_dtypes = ">=0.1.0"
-numpy = ">=1.21"
-opt_einsum = "*"
-scipy = ">=1.7"
-
-[package.extras]
-australis = ["protobuf (>=3.13,<4)"]
-ci = ["jaxlib (==0.4.11)"]
-cpu = ["jaxlib (==0.4.12)"]
-cuda = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-cudnn82 = ["jaxlib (==0.4.12+cuda11.cudnn82)"]
-cuda11-cudnn86 = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-local = ["jaxlib (==0.4.12+cuda11.cudnn86)"]
-cuda11-pip = ["jaxlib (==0.4.12+cuda11.cudnn86)", "nvidia-cublas-cu11 (>=11.11)", "nvidia-cuda-cupti-cu11 (>=11.8)", "nvidia-cuda-nvcc-cu11 (>=11.8)", "nvidia-cuda-runtime-cu11 (>=11.8)", "nvidia-cudnn-cu11 (>=8.8)", "nvidia-cufft-cu11 (>=10.9)", "nvidia-cusolver-cu11 (>=11.4)", "nvidia-cusparse-cu11 (>=11.7)"]
-cuda12-local = ["jaxlib (==0.4.12+cuda12.cudnn88)"]
-cuda12-pip = ["jaxlib (==0.4.12+cuda12.cudnn88)", "nvidia-cublas-cu12", "nvidia-cuda-cupti-cu12", "nvidia-cuda-nvcc-cu12", "nvidia-cuda-runtime-cu12", "nvidia-cudnn-cu12 (>=8.9)", "nvidia-cufft-cu12", "nvidia-cusolver-cu12", "nvidia-cusparse-cu12"]
-minimum-jaxlib = ["jaxlib (==0.4.11)"]
-tpu = ["jaxlib (==0.4.12)", "libtpu-nightly (==0.1.dev20230608)"]
-
 [[package]]
 name = "jinja2"
 version = "3.1.2"
@@ -685,12 +655,13 @@ files = [
 
 [[package]]
 name = "keras"
-version = "2.12.0"
+version = "2.15.0"
 description = "Deep learning for humans."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "keras-2.15.0-py3-none-any.whl", hash = "sha256:2dcc6d2e30cf9c951064b63c1f4c404b966c59caf09e01f3549138ec8ee0dd1f"},
+    {file = "keras-2.15.0.tar.gz", hash = "sha256:81871d298c064dc4ac6b58440fdae67bfcf47c8d7ad28580fab401834c06a575"},
 ]
 
 [[package]]
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+    {file = "MarkupSafe-2.1.3-cp312-cp312-win_amd64.whl", hash = "sha256:1b8dd8c3fd14349433c79fa8abeb573a55fc0fdd769133baac1f5e07abf54aeb"},
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@@ -1748,27 +1729,27 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "tensorboard"
-version = "2.12.3"
+version = "2.15.1"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 absl-py = ">=0.4"
 google-auth = ">=1.6.3,<3"
-google-auth-oauthlib = ">=0.5,<1.1"
+google-auth-oauthlib = ">=0.5,<2"
 grpcio = ">=1.48.2"
 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
-protobuf = ">=3.19.6"
+protobuf = ">=3.19.6,<4.24"
 requests = ">=2.21.0,<3"
 setuptools = ">=41.0.0"
+six = ">1.9"
 tensorboard-data-server = ">=0.7.0,<0.8.0"
 werkzeug = ">=1.0.1"
-wheel = ">=0.26"
 
 [[package]]
 name = "tensorboard-data-server"
@@ -1784,61 +1765,63 @@ files = [
 
 [[package]]
 name = "tensorflow"
-version = "2.12.0"
+version = "2.15.0rc1"
 description = "TensorFlow is an open source machine learning framework for everyone."
 optional = false
-python-versions = ">=3.8"
-files = [
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 [package.dependencies]
 absl-py = ">=1.0.0"
 astunparse = ">=1.6.0"
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-gast = ">=0.2.1,<=0.4.0"
+flatbuffers = ">=23.5.26"
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 google-pasta = ">=0.1.1"
 grpcio = ">=1.24.3,<2.0"
 h5py = ">=2.9.0"
-jax = ">=0.3.15"
-keras = ">=2.12.0,<2.13"
+keras = ">=2.15.0rc0,<2.16"
 libclang = ">=13.0.0"
-numpy = ">=1.22,<1.24"
+ml-dtypes = ">=0.2.0,<0.3.0"
+numpy = ">=1.23.5,<2.0.0"
 opt-einsum = ">=2.3.2"
 packaging = "*"
 protobuf = ">=3.20.3,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 setuptools = "*"
 six = ">=1.12.0"
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-tensorflow-estimator = ">=2.12.0,<2.13"
-tensorflow-io-gcs-filesystem = {version = ">=0.23.1", markers = "platform_machine != \"arm64\" or platform_system != \"Darwin\""}
+tensorboard = ">=2.15,<2.16"
+tensorflow-estimator = ">=2.15.0rc0,<2.16"
+tensorflow-io-gcs-filesystem = ">=0.23.1"
 termcolor = ">=1.1.0"
 typing-extensions = ">=3.6.6"
 wrapt = ">=1.11.0,<1.15"
 
+[package.extras]
+and-cuda = ["nvidia-cublas-cu12 (==12.2.5.6)", "nvidia-cuda-cupti-cu12 (==12.2.142)", "nvidia-cuda-nvcc-cu12 (==12.2.140)", "nvidia-cuda-nvrtc-cu12 (==12.2.140)", "nvidia-cuda-runtime-cu12 (==12.2.140)", "nvidia-cudnn-cu12 (==8.9.4.25)", "nvidia-cufft-cu12 (==11.0.8.103)", "nvidia-curand-cu12 (==10.3.3.141)", "nvidia-cusolver-cu12 (==11.5.2.141)", "nvidia-cusparse-cu12 (==12.1.2.141)", "nvidia-nccl-cu12 (==2.16.5)", "nvidia-nvjitlink-cu12 (==12.2.140)", "tensorrt (==8.6.1.post1)", "tensorrt-bindings (==8.6.1)", "tensorrt-libs (==8.6.1)"]
+
 [[package]]
 name = "tensorflow-estimator"
-version = "2.12.0"
+version = "2.15.0"
 description = "TensorFlow Estimator."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tensorflow_estimator-2.12.0-py2.py3-none-any.whl", hash = "sha256:59b191bead4883822de3d63ac02ace11a83bfe6c10d64d0c4dfde75a50e60ca1"},
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 ]
 
 [[package]]
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