Record: NoLevel: GraduateLanguage: ChinesePrerequisiteQuantum MechanicsAbstractThis course will focus on the basic concepts and representative algorithms of tensor networks. For 1D tensor networks, we will introduce the Matrix Product State(MPS) and its Density Matrix Renormalization Group algorithm(DMRG), Time Evolution Block Decimation algorithm(TEBD), etc. For high-dimensional tensor network...
Record: YesLevel: GraduateLanguage: ChinesePrerequisiteComputer Science, Machine Learning, PythonAbstractNatural Language Processing (NLP) is an important research area in Artificial Intelligence. NLP mainly studys how to use computer technology to process linguistic texts. The specific research problems in NLP includes recognition, classification, extraction, transformation and generation of l...