diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1c1cbfa..87092d4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,16 @@
 
 <!--next-version-placeholder-->
 
+## v1.0.3 (2022-06-07)
+### Fix
+* Remove not used dependecies from pyproject.toml ([`e352da4`](https://github.com/F-Secure/failures-analysis/commit/e352da4b981d3391ce02da901c8665875b95ca06))
+* Fix for the linting issue ([`581882a`](https://github.com/F-Secure/failures-analysis/commit/581882a1494235acca661c3910eee70fec4bd292))
+* Fix for a test_score_similiarity to take in account latest changes in the failure_analysis.py ([`4714009`](https://github.com/F-Secure/failures-analysis/commit/4714009f17e73390ef6e2d693432ffb715f91e1f))
+* Possible fix for a time-out issue, by commenting out other string similiarity algorithms but cosine similiarity. ([`e253d96`](https://github.com/F-Secure/failures-analysis/commit/e253d96e9e82ec9767a4f42dc397bf0edab0469e))
+
+### Documentation
+* Update usage instructions ([`de4e4b1`](https://github.com/F-Secure/failures-analysis/commit/de4e4b1e4b8fd197570d9e7888bea0952fff50e3))
+
 ## v1.0.2 (2022-06-07)
 ### Fix
 * Fix for a fix to support 2 frameworks ([`5063ca3`](https://github.com/F-Secure/failures-analysis/commit/5063ca3cfd8f38b8dd420fb736ddcd68a5dbe00a))
diff --git a/failure_analysis/__init__.py b/failure_analysis/__init__.py
index 7863915..976498a 100644
--- a/failure_analysis/__init__.py
+++ b/failure_analysis/__init__.py
@@ -1 +1 @@
-__version__ = "1.0.2"
+__version__ = "1.0.3"
diff --git a/pyproject.toml b/pyproject.toml
index 2a82a7a..d79f8c4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,60 +1,60 @@
-[tool.poetry]
-name = "failures-analysis"
-version = "1.0.2"
-description = " failures-analysis package provides fast and reliable way to find and group similar failures in test automation."
-authors = ["Tatu Aalto"]
-license = "Apache-2.0"
-readme = "README.md"
-homepage = "https://github.com/F-Secure/failures-analysis"
-classifiers = [
-    "Development Status :: 3 - Alpha",
-    "Programming Language :: Python :: 3",
-    "Programming Language :: Python :: 3.8",
-    "Programming Language :: Python :: 3.9",
-    "Programming Language :: Python :: 3.10",
-    "License :: OSI Approved :: Apache Software License",
-    "Operating System :: OS Independent",
-    "Topic :: Software Development :: Testing",
-]
-packages = [
-    { include = "failure_analysis", from="."}
-]
-
-[tool.poetry.scripts]
-failures-analysis = "failure_analysis.failure_analysis:main"
-
-[tool.poetry.urls]
-"Change log" = "https://github.com/F-Secure/failures-analysis/blob/main/CHANGELOG.md"
-
-[tool.poetry.dependencies]
-python = "^3.8"
-numpy = "^1.22.4"
-pandas = "^1.4.2"
-sklearn = "^0.0"
-lxml = "^4.9.0"
-
-[tool.poetry.dev-dependencies]
-pytest = "^7.1.2"
-black = "^22.3.0"
-isort = "^5.10.1"
-invoke = "^1.7.1"
-mypy = "^0.961"
-flake8 = "^4.0.1"
-python-semantic-release = "7.28.1"
-approvaltests = "^5.2.0"
-
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.black]
-line-length = 120
-target-version = ['py38']
-
-[tool.semantic_release]
-version_toml  = [
-    "pyproject.toml:tool.poetry.version",
-    "failure_analysis/__init__.py:__version__"
-]
-branch = "main"
-build_command = "poetry build"
+[tool.poetry]
+name = "failures-analysis"
+version = "1.0.3"
+description = " failures-analysis package provides fast and reliable way to find and group similar failures in test automation."
+authors = ["Tatu Aalto"]
+license = "Apache-2.0"
+readme = "README.md"
+homepage = "https://github.com/F-Secure/failures-analysis"
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "License :: OSI Approved :: Apache Software License",
+    "Operating System :: OS Independent",
+    "Topic :: Software Development :: Testing",
+]
+packages = [
+    { include = "failure_analysis", from="."}
+]
+
+[tool.poetry.scripts]
+failures-analysis = "failure_analysis.failure_analysis:main"
+
+[tool.poetry.urls]
+"Change log" = "https://github.com/F-Secure/failures-analysis/blob/main/CHANGELOG.md"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+numpy = "^1.22.4"
+pandas = "^1.4.2"
+sklearn = "^0.0"
+lxml = "^4.9.0"
+
+[tool.poetry.dev-dependencies]
+pytest = "^7.1.2"
+black = "^22.3.0"
+isort = "^5.10.1"
+invoke = "^1.7.1"
+mypy = "^0.961"
+flake8 = "^4.0.1"
+python-semantic-release = "7.28.1"
+approvaltests = "^5.2.0"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.black]
+line-length = 120
+target-version = ['py38']
+
+[tool.semantic_release]
+version_toml  = [
+    "pyproject.toml:tool.poetry.version",
+    "failure_analysis/__init__.py:__version__"
+]
+branch = "main"
+build_command = "poetry build"