All posts written by David Edwards
Managing Python dependencies across multiple Data Science projects with Poetry
Python is the programming language of choice for running analysis, building models and running machine learning services in production for the Data Science team at FreeAgent. A key reason we chose Python is the great ecosystem of packages available: NumPy, pandas, SciPy and scikit-learn, deep learning frameworks like TensorFlow and more bespoke options for specific tasks like Click for developing CLIs. This wealth of options is a great strength of… Continue reading