diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
new file mode 100644
index 0000000..7a1af08
--- /dev/null
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,65 @@
+{
+    "name": "Python Project Template",
+    "build": {
+        "dockerfile": "./Containerfile",
+        "context": "."
+    },
+    "features": {
+        "ghcr.io/devcontainers/features/common-utils:2": {
+            "installZsh": true,
+            "configureZshAsDefaultShell": true,
+            "upgradePackages": true
+        },
+        "ghcr.io/devcontainers/features/git:1": {
+            "version": "latest",
+            "ppa": false
+        },
+        "ghcr.io/devcontainers/features/github-cli:1": {},
+        "ghcr.io/devcontainers/features/python:1": {
+            "version": "3.8",
+            "installTools": true
+        }
+    },
+    "customizations": {
+        "vscode": {
+            "extensions": [
+                "bungcip.better-toml",
+                "github.copilot",
+                "ms-azuretools.vscode-docker",
+                "charliermarsh.ruff",
+                "ms-python.python",
+                "ms-python.vscode-pylance",
+                "ms-vscode-remote.remote-containers",
+                "ms-vscode-remote.remote-ssh",
+                "ms-vscode-remote.remote-ssh-edit",
+                "redhat.vscode-yaml",
+                "tonybaloney.vscode-pets",
+                "vscode-icons-team.vscode-icons"
+            ],
+            "settings": {
+                "python.analysis.typeCheckingMode": "basic",
+                "python.linting.enabled": true,
+                "python.testing.pytestArgs": [
+                    "tests"
+                ],
+                "python.testing.unittestEnabled": false,
+                "python.testing.pytestEnabled": true,
+                "editor.fontSize": 16,
+                "editor.suggestSelection": "first",
+                "editor.formatOnSaveMode": "file",
+                "editor.formatOnSave": true,
+                "editor.inlineSuggest.enabled": true,
+                "editor.codeActionsOnSave": {
+                    "source.organizeImports": true,
+                    "source.fixAll": true
+                },
+                "workbench.editorAssociations": {
+                    "*.ipynb": "jupyter-notebook"
+                },
+                "workbench.iconTheme": "vscode-icons"
+            }
+        }
+    },
+    "postCreateCommand": "make requirements",
+    "remoteUser": "root"
+}
diff --git a/.devcontainer/requirements.txt b/.devcontainer/requirements.txt
new file mode 100644
index 0000000..c486fed
--- /dev/null
+++ b/.devcontainer/requirements.txt
@@ -0,0 +1,7 @@
+black
+mypy>=0.900
+numpy>=1.22.0
+pre-commit>=2.18.0
+pytest>=6.0.0
+ruff
+scipy>=1.10.0
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 0000000..17264ec
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1 @@
+* @SauravMaheshkar
diff --git a/.github/CODE_OF_CONDUCT.md b/.github/CODE_OF_CONDUCT.md
new file mode 100644
index 0000000..0490cc5
--- /dev/null
+++ b/.github/CODE_OF_CONDUCT.md
@@ -0,0 +1,128 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+We as members, contributors, and leaders pledge to make participation in our
+community a harassment-free experience for everyone, regardless of age, body
+size, visible or invisible disability, ethnicity, sex characteristics, gender
+identity and expression, level of experience, education, socio-economic status,
+nationality, personal appearance, race, religion, or sexual identity
+and orientation.
+
+We pledge to act and interact in ways that contribute to an open, welcoming,
+diverse, inclusive, and healthy community.
+
+## Our Standards
+
+Examples of behavior that contributes to a positive environment for our
+community include:
+
+* Demonstrating empathy and kindness toward other people
+* Being respectful of differing opinions, viewpoints, and experiences
+* Giving and gracefully accepting constructive feedback
+* Accepting responsibility and apologizing to those affected by our mistakes,
+  and learning from the experience
+* Focusing on what is best not just for us as individuals, but for the
+  overall community
+
+Examples of unacceptable behavior include:
+
+* The use of sexualized language or imagery, and sexual attention or
+  advances of any kind
+* Trolling, insulting or derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or email
+  address, without their explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Enforcement Responsibilities
+
+Community leaders are responsible for clarifying and enforcing our standards of
+acceptable behavior and will take appropriate and fair corrective action in
+response to any behavior that they deem inappropriate, threatening, offensive,
+or harmful.
+
+Community leaders have the right and responsibility to remove, edit, or reject
+comments, commits, code, wiki edits, issues, and other contributions that are
+not aligned to this Code of Conduct, and will communicate reasons for moderation
+decisions when appropriate.
+
+## Scope
+
+This Code of Conduct applies within all community spaces, and also applies when
+an individual is officially representing the community in public spaces.
+Examples of representing our community include using an official e-mail address,
+posting via an official social media account, or acting as an appointed
+representative at an online or offline event.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported to the community leaders responsible for enforcement at
+sauravvmaheshkar@gmail.com.
+All complaints will be reviewed and investigated promptly and fairly.
+
+All community leaders are obligated to respect the privacy and security of the
+reporter of any incident.
+
+## Enforcement Guidelines
+
+Community leaders will follow these Community Impact Guidelines in determining
+the consequences for any action they deem in violation of this Code of Conduct:
+
+### 1. Correction
+
+**Community Impact**: Use of inappropriate language or other behavior deemed
+unprofessional or unwelcome in the community.
+
+**Consequence**: A private, written warning from community leaders, providing
+clarity around the nature of the violation and an explanation of why the
+behavior was inappropriate. A public apology may be requested.
+
+### 2. Warning
+
+**Community Impact**: A violation through a single incident or series
+of actions.
+
+**Consequence**: A warning with consequences for continued behavior. No
+interaction with the people involved, including unsolicited interaction with
+those enforcing the Code of Conduct, for a specified period of time. This
+includes avoiding interactions in community spaces as well as external channels
+like social media. Violating these terms may lead to a temporary or
+permanent ban.
+
+### 3. Temporary Ban
+
+**Community Impact**: A serious violation of community standards, including
+sustained inappropriate behavior.
+
+**Consequence**: A temporary ban from any sort of interaction or public
+communication with the community for a specified period of time. No public or
+private interaction with the people involved, including unsolicited interaction
+with those enforcing the Code of Conduct, is allowed during this period.
+Violating these terms may lead to a permanent ban.
+
+### 4. Permanent Ban
+
+**Community Impact**: Demonstrating a pattern of violation of community
+standards, including sustained inappropriate behavior,  harassment of an
+individual, or aggression toward or disparagement of classes of individuals.
+
+**Consequence**: A permanent ban from any sort of public interaction within
+the community.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 2.0, available at
+https://www.contributor-covenant.org/version/2/0/code_of_conduct.html.
+
+Community Impact Guidelines were inspired by [Mozilla's code of conduct
+enforcement ladder](https://github.com/mozilla/diversity).
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see the FAQ at
+https://www.contributor-covenant.org/faq. Translations are available at
+https://www.contributor-covenant.org/translations.
diff --git a/.github/README.md b/.github/README.md
new file mode 100644
index 0000000..91aa58d
--- /dev/null
+++ b/.github/README.md
@@ -0,0 +1,2 @@
+# python-template
+General Purpose Repository Template for Python Projects
diff --git a/.github/codeql/codeql-config.yml b/.github/codeql/codeql-config.yml
new file mode 100644
index 0000000..4acbe7c
--- /dev/null
+++ b/.github/codeql/codeql-config.yml
@@ -0,0 +1,4 @@
+paths:
+  - src
+paths-ignore:
+  - 'tests/**'
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..b728efb
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,10 @@
+version: 2
+updates:
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "daily"
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "daily"
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
new file mode 100644
index 0000000..0cedfeb
--- /dev/null
+++ b/.github/workflows/codeql-analysis.yml
@@ -0,0 +1,36 @@
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ main ]
+    paths:
+      - '**.py'
+  pull_request:
+    branches: [ main ]
+    paths:
+      - '**.py'
+  release:
+    types: [ created ]
+  schedule:
+    - cron: "0 0 * * 0"
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      security-events: write
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v4
+
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v3
+      with:
+        config-file: ./.github/codeql/codeql-config.yml
+        languages: python
+        setup-python-dependencies: true
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v3
diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
new file mode 100644
index 0000000..c2e7047
--- /dev/null
+++ b/.github/workflows/python.yml
@@ -0,0 +1,52 @@
+name: "Build and Tests"
+
+on:
+  push:
+    branches: [main]
+    paths:
+      - "**.py"
+      - ".devcontainer/requirements.txt"
+      - ".github/workflows/python.yml"
+  pull_request:
+    branches: [main]
+    paths:
+      - "**.py"
+      - ".devcontainer/requirements.txt"
+      - ".github/workflows/python.yml"
+  release:
+    types: [created]
+  schedule:
+    - cron: "0 0 * * 0"
+
+jobs:
+  build:
+    runs-on: ${{ matrix.os }}
+
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+        os: [ubuntu-latest, macos-latest]
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: "pip"
+          cache-dependency-path: ".devcontainer/requirements.txt"
+
+      - name: Install dependencies
+        run: |
+          python -m venv .venv && export PATH=".venv/bin:$PATH"
+          python -m pip install uv
+          python -m uv pip install --upgrade wheel setuptools
+          python -m uv pip install -r .devcontainer/requirements.txt
+      - name: Ruff
+        run: |
+          python -m venv .venv && export PATH=".venv/bin:$PATH"
+          python -m ruff check src
+      - name: Test with PyTest
+        run: |
+          python -m venv .venv && export PATH=".venv/bin:$PATH"
+          python -m pytest -v .
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..59cebb2
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,14 @@
+**/__pycache__/
+**/*.ipynb_checkpoints
+**/*.egg-info
+*.pyc
+.pytest_cache/
+.mypy_cache/
+.ruff_cache/
+
+venv/
+data/
+models/
+notebooks/
+
+**/.DS_Store
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..c08ac14
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,24 @@
+repos:
+  - repo: https://github.com/pre-commit/pre-commit-hooks
+    rev: v4.6.0
+    hooks:
+      - id: end-of-file-fixer
+      - id: trailing-whitespace
+      - id: check-yaml
+      - id: check-toml
+      - id: check-json
+      - id: check-merge-conflict
+      - id: requirements-txt-fixer
+      - id: detect-private-key
+  - repo: https://github.com/psf/black
+    rev: 24.8.0
+    hooks:
+      - id: black
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: v1.11.2
+    hooks:
+      - id: mypy
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.6.2
+    hooks:
+      - id: ruff
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..8ddfeea
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 Saurav Maheshkar
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/justfile b/justfile
new file mode 100644
index 0000000..5cd3f8d
--- /dev/null
+++ b/justfile
@@ -0,0 +1,26 @@
+default:
+  @just --list
+
+# Install dependencies
+requirements:
+  python -m pip install -U uv pip setuptools wheel
+  python -m uv pip install -r .devcontainer/requirements.txt
+  pre-commit install
+
+# Delete all compiled files and cache
+clean:
+  find . -type f -name "*.py[co]" -delete
+  find . -type f -name "__pycache__" -delete
+  rm -rf .mypy_cache/
+  rm -rf .pytest_cache/
+  rm -rf .ruff_cache/
+
+# Testing
+test:
+  pytest --durations=0 -vv .
+
+# Basic linting
+lint:
+  black src
+  ruff check src
+  mypy src
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..19268d2
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,21 @@
+[tool.ruff]
+line-length = 90
+
+[tool.ruff.lint]
+select = ["E", "F"]
+
+[tool.ruff.lint.isort]
+lines-after-imports = 2
+
+[tool.black]
+line-length = 88
+
+[[tool.mypy.overrides]]
+ignore_missing_imports = true
+
+[tool.pytest.ini_options]
+testpaths = ["tests"]
+filterwarnings = [
+    "ignore::DeprecationWarning",
+	"ignore::UserWarning"
+]
diff --git a/src/__init__.py b/src/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/tests/test_basic.py b/tests/test_basic.py
new file mode 100644
index 0000000..322fe62
--- /dev/null
+++ b/tests/test_basic.py
@@ -0,0 +1,8 @@
+"""Basic test to always pass"""
+
+from __future__ import annotations
+
+
+def test_always_passes():
+    """Simple Test"""
+    assert True