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This book systematically introduces the competitions in the field
of algorithm and machine learning. The first author of the book has
won 5 championships and 5 runner-ups in domestic and international
algorithm competitions.Firstly, it takes common competition
scenarios as a guide by giving the main processes of using machine
learning to solve real-world problems, namely problem modelling,
data exploration, feature engineering, model training. And then
lists the main points of difficulties, general ideas with solutions
in the whole process. Moreover, this book comprehensively covers
several common problems in the field of machine learning
competitions such as recommendation, temporal prediction,
advertising, text computing, etc. The authors, also knew as
"competition professionals”, will explain the actual cases in
detail and teach you various processes, routines, techniques and
strategies, which is a rare treasure book for all competition
enthusiasts. It is very suitable for readers who are interested in
algorithm competitions and deep learning algorithms in practice, or
computer-related majors.
Based on the Judicial Transparency Index Assessment (2019 and 2020)
conducted in China by the Institute of Law of the Chinese Academy
of Social Sciences, this book summarizes and analyzes the current
situation of judicial openness in China, using a sample of 218
courts across the country for the study. The book analyzes the
ideological and institutional origins of judicial openness and
examines the operation of judicial openness through the practical
experience of role replacement. By analyzing evaluation data in the
fields of audit information disclosure, trial information
disclosure, judicial enforcement data disclosure, and judicial
reform data disclosure, the book points out that the current
judicial disclosure has made significant progress, but there are
still problems such as unclear disclosure standards, insufficient
rigidity in disclosure requirements, and the scope of disclosure
still needs to be expanded. The book recommends accelerating the
disclosure of judicial legislation, public standards, and
strengthening assessment and accountability.
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