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Keras, a python deep learning library
Recently I discovered Keras, a python deep learning library. It provides high-level neural networks API, supports multiple backends (TensorFlow, CNTK, and Theano), and allows fast experimentation.
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edX Medicinal Chemistry - Chapter Five on Receptors
Chapter five discusses various aspects of receptors as drug targets, such as classification, ligands, and the occupancy theory.
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Course on Natural Language Processing with Deep Learning - Stanford CS224n
Here is the outline of an interesting course on deep learning in natural language processing (NLP), summarized from the syllabus of the course. The subtitles are given by me.
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edX Medicinal Chemistry - Chapter Four on enzymes
Chapter four sheds lights on enzymes, which represents a large class of targets of small-molecules.
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edX Medicinal Chemistry - Chapter Three on protein structures
Chapter three focuses on protein structures. From amino acids, via primary, secondary, and tertiary structure, up to quaternary structure and X-ray crystallography, our understanding of proteins’ structures is underlying our ability to develop potent drugs.