DEEPCHROME

This front adapts from our legacy website deepchrome.org (later to deepchrome.net) and introduces updates of a suite of deep learning tools we have developed for learning patterns and making predictions on biomedical data (mostly from functional genomics)... Biology and medicine are rapidly becoming data-intensive. A recent comparison of genomics with social media, online videos, and other data-intensive disciplines suggests that genomics alone will equal or surpass other fields in data generation and analysis within the next decade. The volume and complexity of these data present new opportunities, but also pose new challenges. Data sets are complex, often ill-understood and grow at a a faster scale than computational capabilities. Problems of this nature may be particularly well-suited to deep learning techniques (see Opportunities and obstacles for deep learning in biology and medicine). The website introduces a suite of deep learning tools we have developed for learning patterns..