diff --git a/baler/baler.py b/baler/baler.py
index ec6d59c0..85782ee9 100644
--- a/baler/baler.py
+++ b/baler/baler.py
@@ -20,6 +20,9 @@
 
 from .modules import helper
 import gzip
+from .modules.profiling import energy_profiling
+from .modules.profiling import pytorch_profile
+
 
 __all__ = (
     "perform_compression",
@@ -73,6 +76,8 @@ def main():
         )
 
 
+@pytorch_profile
+@energy_profiling(project_name="baler_training", measure_power_secs=1)
 def perform_training(output_path, config, verbose: bool):
     """Main function calling the training functions, ran when --mode=train is selected.
         The three functions called are: `helper.process`, `helper.mode_init` and `helper.training`.
diff --git a/baler/modules/profiling.py b/baler/modules/profiling.py
new file mode 100644
index 00000000..fba9e47d
--- /dev/null
+++ b/baler/modules/profiling.py
@@ -0,0 +1,116 @@
+import io
+import pstats
+import cProfile
+from pstats import SortKey
+import torch
+from torch.profiler import profile, record_function, ProfilerActivity
+import codecarbon
+
+
+def pytorch_profile(f):
+    """This function perform the pytorch profiling
+        of CPU, GPU time and memory consumed of the function f execution.
+    Args:
+        f (_type_): decorated function
+    """
+
+    def inner_function(*args, **kwargs):
+        """Wrapper for the function f
+        Returns:
+            _type_: _description_
+        """
+        if torch.cuda.is_available():
+            activities = [ProfilerActivity.CPU, ProfilerActivity.CUDA]
+        else:
+            activities = [ProfilerActivity.CPU]
+        # Start profiler before the function will be executed
+        with profile(
+            activities=activities,
+            on_trace_ready=torch.profiler.tensorboard_trace_handler(
+                "log/baler", worker_name="worker0"
+            ),
+            schedule=torch.profiler.schedule(wait=0, warmup=0, active=1, repeat=1),
+            record_shapes=True,
+            with_stack=True,
+            profile_memory=True,
+        ) as prof:
+            with record_function(f"{f.__name__}"):
+                # Call the decorated function
+                val = f(*args, **kwargs)
+                prof.step()
+                prof.stop()
+        # Print the CPU time for each torch operation
+        print(prof.key_averages().table(sort_by="cpu_time_total"))
+        # Store the information about CPU and GPU usage
+        if torch.cuda.is_available():
+            prof.export_stacks("profiler_stacks.json", "self_cuda_time_total")
+        # Store the results to the .json file
+        prof.export_stacks("/tmp/profiler_stacks.json", "self_cpu_time_total")
+        return val
+
+    return inner_function
+
+
+def energy_profiling(project_name, measure_power_secs):
+    """Energy Profiling measure the amount of electricity that
+    was consumed by decorated function f and amount of CO(2) emission.
+    It utilize the codecarbon package for tracking this information.
+    Args:
+        f (_type_): decorated function
+    """
+
+    def decorator(f):
+        """Wrapper for the inner function f
+        Args:
+            f (_type_): _description_
+        """
+
+        def inner_function(*args, **kwargs):
+            """_summary_
+
+            Returns:
+                _type_: _description_
+            """
+            tracker = codecarbon.EmissionsTracker(
+                project_name=project_name, measure_power_secs=measure_power_secs
+            )
+            tracker.start_task(f"{f.__name__}")
+            val = f(*args, **kwargs)
+            emissions = tracker.stop_task()
+            print("CO2 emission [kg]: ", emissions.emissions)
+            print("CO2 emission rate [kg/h]: ", 3600 * emissions.emissions_rate)
+            print("CPU energy consumed [kWh]: ", emissions.cpu_energy)
+            print("GPU energy consumed [kWh]: ", emissions.gpu_energy)
+            print("RAM energy consumed [kWh]: ", emissions.ram_energy)
+            return val
+
+        return inner_function
+
+    return decorator
+
+
+def c_profile(func):
+    """Profile the function func with cProfile
+
+    Args:
+        func (_type_): _description_
+    """
+
+    def wrapper(*args, **kwargs):
+        """_summary_
+
+        Returns:
+            _type_: _description_
+        """
+        pr = cProfile.Profile()
+        pr.enable()
+        retval = func(*args, **kwargs)
+        pr.disable()
+        s = io.StringIO()
+        sortby = SortKey.CUMULATIVE  # 'cumulative'
+        ps = pstats.Stats(pr, stream=s).sort_stats(sortby)
+        ps.print_stats()
+        print(s.getvalue())
+        return retval
+
+    return wrapper
diff --git a/poetry.lock b/poetry.lock
index a385e535..0a557f31 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,15 +2,29 @@
 
 [[package]]
 name = "absl-py"
-version = "1.4.0"
+version = "2.0.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "absl-py-2.0.0.tar.gz", hash = "sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5"},
+    {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"},
+]
+
+[[package]]
+name = "arrow"
+version = "1.2.3"
+description = "Better dates & times for Python"
+optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
-    {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
+    {file = "arrow-1.2.3-py3-none-any.whl", hash = "sha256:5a49ab92e3b7b71d96cd6bfcc4df14efefc9dfa96ea19045815914a6ab6b1fe2"},
+    {file = "arrow-1.2.3.tar.gz", hash = "sha256:3934b30ca1b9f292376d9db15b19446088d12ec58629bc3f0da28fd55fb633a1"},
 ]
 
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+
 [[package]]
 name = "astunparse"
 version = "1.6.3"
@@ -28,33 +42,33 @@ wheel = ">=0.23.0,<1.0"
 
 [[package]]
 name = "black"
-version = "23.7.0"
+version = "23.9.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "black-23.7.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:552513d5cd5694590d7ef6f46e1767a4df9af168d449ff767b13b084c020e63f"},
-    {file = "black-23.7.0-cp310-cp310-macosx_10_16_x86_64.whl", hash = "sha256:86cee259349b4448adb4ef9b204bb4467aae74a386bce85d56ba4f5dc0da27be"},
-    {file = "black-23.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:501387a9edcb75d7ae8a4412bb8749900386eaef258f1aefab18adddea1936bc"},
-    {file = "black-23.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:fb074d8b213749fa1d077d630db0d5f8cc3b2ae63587ad4116e8a436e9bbe995"},
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+    {file = "black-23.9.1-cp39-cp39-win_amd64.whl", hash = "sha256:403397c033adbc45c2bd41747da1f7fc7eaa44efbee256b53842470d4ac5a70f"},
+    {file = "black-23.9.1-py3-none-any.whl", hash = "sha256:6ccd59584cc834b6d127628713e4b6b968e5f79572da66284532525a042549f9"},
+    {file = "black-23.9.1.tar.gz", hash = "sha256:24b6b3ff5c6d9ea08a8888f6977eae858e1f340d7260cf56d70a49823236b62d"},
 ]
 
 [package.dependencies]
@@ -64,7 +78,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -103,7 +117,7 @@ setuptools = "*"
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-optional = true
+optional = false
 python-versions = ">=3.6"
 files = [
     {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
@@ -114,7 +128,7 @@ files = [
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-optional = true
+optional = false
 python-versions = ">=3.7.0"
 files = [
     {file = "charset-normalizer-3.2.0.tar.gz", hash = "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace"},
@@ -196,13 +210,13 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "click-8.1.6-py3-none-any.whl", hash = "sha256:fa244bb30b3b5ee2cae3da8f55c9e5e0c0e86093306301fb418eb9dc40fbded5"},
-    {file = "click-8.1.6.tar.gz", hash = "sha256:48ee849951919527a045bfe3bf7baa8a959c423134e1a5b98c05c20ba75a1cbd"},
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
@@ -210,33 +224,59 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cmake"
-version = "3.27.0"
+version = "3.27.5"
 description = "CMake is an open-source, cross-platform family of tools designed to build, test and package software"
 optional = false
 python-versions = "*"
 files = [
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 [package.extras]
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 test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
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-version = "0.11.0"
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-python-versions = ">=3.6"
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 ]
 
+[package.extras]
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+tests = ["pytest", "pytest-cov", "pytest-xdist"]
+
 [[package]]
 name = "dm-tree"
 version = "0.1.8"
@@ -367,13 +424,13 @@ files = [
 
 [[package]]
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 description = "Backport of PEP 654 (exception groups)"
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@@ -381,18 +438,19 @@ test = ["pytest (>=6)"]
 
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 [[package]]
 name = "flatbuffers"
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 [package.extras]
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 unicode = ["unicodedata2 (>=15.0.0)"]
 woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
+[[package]]
+name = "fuzzywuzzy"
+version = "0.18.0"
+description = "Fuzzy string matching in python"
+optional = false
+python-versions = "*"
+files = [
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+]
+
+[package.extras]
+speedup = ["python-levenshtein (>=0.12)"]
+
 [[package]]
 name = "gast"
 version = "0.4.0"
@@ -475,21 +555,19 @@ files = [
 
 [[package]]
 name = "google-auth"
-version = "2.22.0"
+version = "2.23.2"
 description = "Google Authentication Library"
 optional = true
-python-versions = ">=3.6"
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 rsa = ">=3.1.4,<5"
-six = ">=1.9.0"
-urllib3 = "<2.0"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
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 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.56.2)"]
+protobuf = ["grpcio-tools (>=1.58.0)"]
 
 [[package]]
 name = "h5py"
@@ -650,7 +728,7 @@ profiling = ["matplotlib", "pandas", "seaborn"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-optional = true
+optional = false
 python-versions = ">=3.5"
 files = [
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@@ -678,21 +756,21 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.0.0"
+version = "6.1.0"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
 
 [[package]]
 name = "iniconfig"
@@ -724,13 +802,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.3.1"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -744,104 +822,160 @@ files = [
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 ]
 
+[[package]]
+name = "keras-core"
+version = "0.1.5"
+description = "Multi-backend Keras."
+optional = true
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+absl-py = "*"
+dm-tree = "*"
+h5py = "*"
+namex = "*"
+numpy = "*"
+rich = "*"
+
 [[package]]
 name = "keras-tuner"
-version = "1.3.5"
+version = "1.4.2"
 description = "A Hyperparameter Tuning Library for Keras"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
+keras-core = "*"
 kt-legacy = "*"
 packaging = "*"
 requests = "*"
 
 [package.extras]
 bayesian = ["scikit-learn", "scipy"]
-build = ["build", "namex"]
+build = ["build", "namex", "tensorflow-cpu"]
 tensorflow = ["tensorflow (>=2.0)"]
 tensorflow-cpu = ["tensorflow-cpu (>=2.0)"]
 tests = ["black", "flake8", "ipython", "isort", "namex", "pandas", "portpicker", "pytest", "pytest-cov", "pytest-xdist", "scikit-learn", "scipy"]
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.4"
+version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
 python-versions = ">=3.7"
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 python-versions = "*"
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+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
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 [package.dependencies]
@@ -1016,11 +1182,23 @@ cycler = ">=0.10"
 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
 kiwisolver = ">=1.0.1"
-numpy = ">=1.20"
+numpy = ">=1.20,<2"
 packaging = ">=20.0"
 pillow = ">=6.2.0"
-pyparsing = ">=2.3.1,<3.1"
+pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
+setuptools_scm = ">=7"
+
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = true
+python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "mpmath"
@@ -1050,6 +1228,17 @@ files = [
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 ]
 
+[[package]]
+name = "namex"
+version = "0.0.7"
+description = "A simple utility to separate the implementation of your Python package and its public API surface."
+optional = true
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "networkx"
 version = "3.1"
@@ -1281,42 +1470,42 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "onnx"
-version = "1.14.0"
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 description = "Open Neural Network Exchange"
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 [[package]]
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+[package.extras]
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+
+[[package]]
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+version = "9.0.0"
+description = "Get CPU info with pure Python"
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+python-versions = "*"
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 [[package]]
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+[[package]]
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+description = "Pygments is a syntax highlighting package written in Python."
+optional = true
+python-versions = ">=3.7"
+files = [
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+[package.extras]
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+
+[[package]]
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+description = "Python Bindings for the NVIDIA Management Library"
+optional = false
+python-versions = ">=3.6"
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+
 [[package]]
 name = "pyparser"
 version = "1.0"
@@ -1560,13 +1889,13 @@ parse = "1.6.5"
 
 [[package]]
 name = "pyparsing"
-version = "3.0.9"
+version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.6.8"
 files = [
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 [package.extras]
@@ -1574,13 +1903,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
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+version = "7.4.2"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1608,6 +1937,17 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
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+version = "2023.3.post1"
+description = "World timezone definitions, modern and historical"
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+python-versions = "*"
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+
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
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@@ -1683,7 +2033,7 @@ tqdm = ">=4.48.0"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
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@@ -1718,6 +2068,25 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "rich"
+version = "13.5.3"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = true
+python-versions = ">=3.7.0"
+files = [
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+pygments = ">=2.13.0,<3.0.0"
+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -1734,37 +2103,37 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "scikit-learn"
-version = "1.3.0"
+version = "1.3.1"
 description = "A set of python modules for machine learning and data mining"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 joblib = ">=1.1.1"
-numpy = ">=1.17.3"
+numpy = ">=1.17.3,<2.0"
 scipy = ">=1.5.0"
 threadpoolctl = ">=2.0.0"
 
@@ -1814,19 +2183,41 @@ test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeo
 
 [[package]]
 name = "setuptools"
-version = "68.0.0"
+version = "68.2.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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 python-versions = ">=3"
 files = [
-    {file = "tensorflow_model_optimization-0.7.5-py2.py3-none-any.whl", hash = "sha256:cfd188188e860d2e3994185a423677888a5e042dfa4fb7f9611e9fa3cf990fc9"},
+    {file = "tensorflow_model_optimization-0.7.3-py2.py3-none-any.whl", hash = "sha256:5452804f99edcf93390a1e6d84949022e008e5ea2b593365694bc768f973186b"},
 ]
 
 [package.dependencies]
-absl-py = ">=1.2,<2.0"
 dm-tree = ">=0.1.1,<0.2.0"
-numpy = ">=1.23,<2.0"
-six = ">=1.14,<2.0"
+numpy = ">=1.14,<2.0"
+six = ">=1.10,<2.0"
 
 [[package]]
 name = "termcolor"
@@ -2104,20 +2499,20 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 
 [[package]]
 name = "tqdm"
-version = "4.65.0"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
-    {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
+    {file = "tqdm-4.66.1-py3-none-any.whl", hash = "sha256:d302b3c5b53d47bce91fea46679d9c3c6508cf6332229aa1e7d8653723793386"},
+    {file = "tqdm-4.66.1.tar.gz", hash = "sha256:d88e651f9db8d8551a62556d3cff9e3034274ca5d66e93197cf2490e2dcb69c7"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
@@ -2170,31 +2565,43 @@ files = [
     {file = "typing_extensions-4.5.0.tar.gz", hash = "sha256:5cb5f4a79139d699607b3ef622a1dedafa84e115ab0024e0d9c044a9479ca7cb"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
 [[package]]
 name = "urllib3"
-version = "1.26.16"
+version = "2.0.5"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+optional = false
+python-versions = ">=3.7"
 files = [
-    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
-    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+    {file = "urllib3-2.0.5-py3-none-any.whl", hash = "sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e"},
+    {file = "urllib3-2.0.5.tar.gz", hash = "sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "werkzeug"
-version = "2.3.6"
+version = "2.3.7"
 description = "The comprehensive WSGI web application library."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "Werkzeug-2.3.6-py3-none-any.whl", hash = "sha256:935539fa1413afbb9195b24880778422ed620c0fc09670945185cce4d91a8890"},
-    {file = "Werkzeug-2.3.6.tar.gz", hash = "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"},
+    {file = "werkzeug-2.3.7-py3-none-any.whl", hash = "sha256:effc12dba7f3bd72e605ce49807bbe692bd729c3bb122a3b91747a6ae77df528"},
+    {file = "werkzeug-2.3.7.tar.gz", hash = "sha256:2b8c0e447b4b9dbcc85dd97b6eeb4dcbaf6c8b6c3be0bd654e25553e0a2157d8"},
 ]
 
 [package.dependencies]
@@ -2205,13 +2612,13 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
-version = "0.41.0"
+version = "0.41.2"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "wheel-0.41.0-py3-none-any.whl", hash = "sha256:7e9be3bbd0078f6147d82ed9ed957e323e7708f57e134743d2edef3a7b7972a9"},
-    {file = "wheel-0.41.0.tar.gz", hash = "sha256:55a0f0a5a84869bce5ba775abfd9c462e3a6b1b7b7ec69d72c0b83d673a5114d"},
+    {file = "wheel-0.41.2-py3-none-any.whl", hash = "sha256:75909db2664838d015e3d9139004ee16711748a52c8f336b52882266540215d8"},
+    {file = "wheel-0.41.2.tar.gz", hash = "sha256:0c5ac5ff2afb79ac23ab82bab027a0be7b5dbcf2e54dc50efe4bf507de1f7985"},
 ]
 
 [package.extras]
@@ -2303,17 +2710,17 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
@@ -2322,4 +2729,4 @@ hls4ml = ["hls4ml", "tensorflow"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8, <3.11"
-content-hash = "8864f3841e26bbb265101caa3780bf5fa4adfa977662bc2e1a2f5357f088d607"
+content-hash = "3a093254d6705133fc660cfebfdc53b22d34e07ec514003bd2d89cd3df23abdf"
diff --git a/pyproject.toml b/pyproject.toml
index f0ff20f5..f70d7c18 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,6 +17,7 @@ scikit-learn = "^1.2.0"
 hls4ml = { version = "^0.7.1", optional = true }
 tensorflow = { version = "^2.12.0", optional = true }
 numpy = "1.23.5"
+codecarbon = "2.3.1"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.2.1"