Eddy studied painting and sculpture at the Pennsylvania Academy of Fine Arts and New York's Art Students League. One of her teachers was Christian Schussele. Eddy began exhibiting photographs in 1890, at nearly 40 years of age. Her most important exhibitions were at the New School of American Photography and the selection of American Women photographers at the Paris Universal Exposition of 1900.