Modifications regarding dependencies, use of pre-commit

.gitignore

@@ -4,4 +4,4 @@ datasets
 saved_models_path
 experiments
 *.code-workspace
-**/.ruffcache
+**/.ruffcache

.pre-commit-config.yaml

@@ -0,0 +1,40 @@
+# See https://pre-commit.com for more information
+# See https://pre-commit.com/hooks.html for more hooks
+repos:
+-   repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v3.2.0
+    hooks:
+    -   id: trailing-whitespace
+    -   id: end-of-file-fixer
+    -   id: check-yaml
+    -   id: check-added-large-files
+
+  # Using this mirror lets us use mypyc-compiled black, which is about 2x faster
+-   repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 23.11.0
+    hooks:
+    -   id: black
+
+-   repo: https://github.com/astral-sh/ruff-pre-commit
+    # Ruff version.
+    rev: v0.1.4
+    hooks:
+        # Run the linter.
+        - id: ruff
+          args: [ --fix ]
+        # Run the formatter.
+        - id: ruff-format
+-   repo: https://github.com/pycqa/isort
+    rev: 5.12.0
+    hooks:
+    -   id: isort
+        args: ["--profile", "black", "--filter-files"]
+
+-   repo: https://github.com/python-poetry/poetry
+    rev: 1.7.1  # add version here
+    hooks:
+    -   id: poetry-check
+    -   id: poetry-lock
+        args: ["--no-update"]
+    -   id: poetry-install
+        args: ["--sync"]