8dc524af22
Changed cache configuration: - Moved Install Poetry step before cache setup - Updated cache path to ~/.cache/pypoetry/virtualenvs (actual venv location) - Removed **/poetry.lock wildcard in favor of direct poetry.lock reference - This ensures the virtualenv itself is cached, not just metadata This should significantly speed up CI/CD runs by reusing installed packages. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
MLOps Project
This is an MLOps project for CSGO data analysis and model training.
Features
- Data pipeline with Apache Airflow
- Model training with PyTorch and scikit-learn
- MLflow for experiment tracking
- DVC for data versioning
- Monitoring with Prometheus
- FastAPI for API serving
Setup
-
Install dependencies:
poetry install -
Run the data pipeline:
airflow dags unpause csgo_data_pipeline
Project Structure
dags/: Airflow DAGssrc/: Source codemodels/: Trained modelsdata/: Data filesnotebooks/: Jupyter notebookstests/: Test filesconfig/: Configuration filesdocker/: Docker fileskubernetes/: Kubernetes manifests