Ruff linter + pre-commit integration (#140)

* add ruff support

* add pre-commit-ci for automated updated on the revisions (versions) of the packages

* remove code check from workflow

* undo myst config change

* add pylint

* add pylint fixes

* add contributing guidelines

Author: juanitorduz

Diff for: .github/ISSUE_TEMPLATE/feature_request.md

@@ -9,7 +9,7 @@ assignees: ''
 
 ## Tell us about it
 
-The more specific the better. 
+The more specific the better.
 
 ## Thoughts on implementation
 

Diff for: .github/workflows/test.yml

@@ -36,17 +36,6 @@ jobs:
           python --version
           conda list
           pip freeze
-      - name: Run linters
-        shell: bash -l {0}
-        run: |
-          python -m black pymc_bart --check
-          echo "Success!"
-          echo "Checking code style with pylint..."
-          python -m pylint pymc_bart/
-      - name: Run Mypy
-        shell: bash -l {0}
-        run: |
-          python -m mypy pymc_bart
       - name: Run tests
         shell: bash -l {0}
         run: |

Diff for: .pre-commit-config.yaml

@@ -1,24 +1,30 @@
+ci:
+  autofix_commit_msg: |
+    [pre-commit.ci] auto fixes from pre-commit.com hooks
+
+    for more information, see https://pre-commit.ci
+  autofix_prs: true
+  autoupdate_branch: ""
+  autoupdate_commit_msg: "[pre-commit.ci] pre-commit autoupdate"
+  autoupdate_schedule: weekly
+  skip: []
+  submodules: false
+
 repos:
-  - repo: local
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.1.14
+    hooks:
+      - id: ruff
+        args: ["--fix", "--show-source"]
+      - id: ruff-format
+        args: ["--line-length=100"]
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.8.0
     hooks:
-      - id: black
-        name: black
-        entry: black
-        language: system
-        types: [python]
-        files: ^pymc_bart/
-      - id: pylint
-        name: pylint
-        entry: pylint --rcfile=.pylintrc
-        language: system
-        types: [python]
-        files: ^pymc_bart/
       - id: mypy
-        name: mypy
-        entry: mypy
-        language: system
-        types: [python]
+        args: [--ignore-missing-imports]
         files: ^pymc_bart/
+        additional_dependencies: [numpy<1.25.0, pandas-stubs]
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v3.2.0
     hooks: