MLFLOW
MLflow is an open-source platform, purpose-built to assist machine learning practitioners and teams in handling the complexities of the machine learning process. MLflow focuses on the full lifecycle for machine learning projects, ensuring that each phase is manageable, traceable, and reproducible.
MLFLOw is allow us to track error, reports models and compare how model works etc
Neural Architecture Search
Neural Architecture Search (NAS) is an automated machine learning (AutoML) technique that finds optimal neural network architectures, often surpassing human-designed models. It automates the selection of layers, activation functions, and connections, typically employing search strategies like reinforcement learning or gradient-based methods (e.g., DARTS) to efficiently navigate massive search