Theano was a Python library that allowed for efficient numerical computations and deep learning model development. It enabled users to evaluate mathematical expressions involving multi-dimensional arrays, making it beneficial for scalability in machine learning projects. While Theano is no longer under active development by its initial creators, its legacy continues through a fork known as PyTensor, maintained by the PyMC developers.
