Reviewerly/exHarmony huggingface dataset:
Canon EOS Rebel G Review - Plastic & Fantastic

Canon EOS Rebel G camera bodies are inexpensive. If you own Canon glass and are interested in analog photography, this is a great 35mm film camera.
Library Class and Subject Guides: .Anthropology: Websites

Anthropology is the study of the origins and diversity of human biology and culture. Anthropologists study the evolution and adaptations of the human species through the four major subdivisions of the discipline: archaeology, biological anthropology, ling
Nonuniform Linear Depth Circuits Decide Everything

In this work, we introduce the nonuniform complexity class LD, which stands for linear depth circuit. We also prove that LD = ALL, which is the complexity class that contains all decision languages, and therefore resolving all questions on this new complexity class. No further research is needed [Mun20]. In principle, this shows that anything can be computed via circuits in linear time, despite with (possibly undecidable) pre-computation and very inefficient advice, however, we note that exponential sized advice suffices to achieve ALL.
Research Guides: Find Full Text Articles: Connect Google Scholar to the Brandeis Library

This guide describes how to access full text articles through Google Scholar, OneSearch, and more
한국교회의 효과적인 다문화 목회 전략

This study presents effective strategies of multicultural ministry for Korean church by analyzing ‘pioneering, parallel, transformational, and specialized’ types. In order to properly prepare for multicultural ministry, pastors and believers must improve the ‘cultural competence’ to understand and embrace the lives and cultures of migrants. It is important for multicultural ministry to embody a pastoral strategy for ministry target. For settlers, it is necessary to carry out the ministry in the direction of ‘social integration,’ and it is effective to approach the ‘reverse dispatch strategy’ for migrant workers and international students. Based on the suggestions of this study, it is hoped that the Korean church will be a community of hospitality, a gospel community of reconciliation and embrace and become the birthplace of evangelization of migrants.
NTP: A Neural Net Topology Profiler

Performance of end-to-end neural networks on a given hardware platform is a function of its compute and memory signature, which in-turn, is governed by a wide range of parameters such as topology size, primitives used, framework used, batching strategy, latency requirements, precision etc. Current benchmarking tools suffer from limitations such as a) being either too granular like DeepBench [1] (or) b) mandate a working implementation that is either framework specific or hardware-architecture specific or both (or) c) provide only high level benchmark metrics. In this paper, we present NTP (Neural Net Topology Profiler), a sophisticated benchmarking framework, to effectively identify memory and compute signature of an end-to-end topology on multiple hardware architectures, without the need for an actual implementation. NTP is tightly integrated with hardware specific benchmarking tools to enable exhaustive data collection and analysis. Using NTP, a deep learning researcher can quickly establish baselines needed to understand performance of an end-to-end neural network topology and make high level architectural decisions. Further, integration of NTP with frameworks like Tensorflow allows for performance comparison along several vectors like a) Comparison of different frameworks on a given hardware b) Comparison of different hardware using a given framework c) Comparison across different heterogeneous hardware configurations for given framework etc. These capabilities empower a researcher to effortlessly make architectural decisions needed for achieving optimized performance on any hardware platform. The paper documents the architectural approach of NTP and demonstrates the capabilities of the tool by benchmarking Mozilla DeepSpeech, a popular Speech Recognition topology.
LibGuides: Covid-19 for Students: Online Learning FAQ

A guide with information about Covid-19 geared towards Middle School Students created with the assistance of the 19-29 MS Students Council
Adaptive spam filterings system using complement naive bayes model

Naïve bayes filter is a simple probabilistic filtering method based on Bayes theorem. A crucial problem with the conventional naïve bayes filter is the assumption of uniform priors in the computation of the posterior distribution. For online data such as email environment where the training data are constantly updated so as to outsmart the tricks of spammers, the prior knowledge cannot be uniform. Skewedness in the prior knowledge caused by the updated information has been reported to affect the accuracy and then the effectiveness of the traditional naïve bayes filter. In this study, the skewedness is addressed using complement naïve bayes model. The complement naïve bayes model was implemented and tested on benchmarked data and the result compared with the results obtained with the results obtained from the conventional naïve bayes filter on the same dataset. The complement naïve bayes based filter outperforms the conventional naïve bayes filter by 5.39%.Keywords: Spam, Spam filtering, complement naïve bayes, adaptive filtering, prior, bias, accuracy, filter, adaptive, skewednessVol. 26, No 1, June, 2019
LibGuides: CHSS Library: Home Base

The guide provides user information about library hours and location, services and general links
Review and classification of false information systems (FIS)

The article considers false information systems and conducts their comparative analysis, considering the tasks that they perform, which technologies rely on, and what role is played in protecting information when they are used. The goal is to identify relevant false information systems, to formulate criteria in accordance with which classification is carried out. The problems of false information systems are identified, further work in this topic is determined.
LibGuides: Qualtrics Surveys in Research: Informed Consent in Qualtrics

The Qualtrics Survey platform lets you create digital surveys. This guide gives information on how to implement Qualtrics in research in a thorough a save way.
TEI guidelines: born to be open

Open science has never been so high on the research agendas, and this is true in all fields, ranging from so-called hard sciences to the humanities. In this respect, those who have been dealing with the TEI guidelines for years, whether as users or designers of the standard, have experienced an environment which has always been open by construction and fostering openness for projects based upon its principles.We outline the main issues related to open science in the current scholarly landscape, whether political or technical, and show the various aspects where the TEI environment has been seminal in setting up an open agenda that may enlightened the humanities at large in terms of good practices, for, e.g., managing, documenting or disseminating scholarly sources and methods.
LibGuides: Document Delivery Services : Home

Document Delivery Service (DDS) is a service for KAUST students, faculty and staff to request full-text articles and book chapters (maximum 3 chapters) not available in the Library sources.
LibGuides: Remote Resources for College Students: Journals, Articles and Newspapers

Conducting research remotely? The New York Public Library has you covered. This guide includes resources to support your research 24/7 no matter where you are.
Pulling and Pushing

In this chapter, we'll make use of raycasting to allow the player to point their camera at a GameObject with a Rigidbody and hold left-click to pull the object toward them or right-click to push it away from them. Rather than pulling and pushing by moving the Transform directly, we'll apply force to the Rigidbody so that the physics system handles the motion instead for us.
LibGuides: FAQ - BPL Electronic Resources: Support

Frequently asked questions about using the library's resources during remote and online learning.
Experiencing epiphany. Contexts of becoming a teacher in an interactive perspective

The article is devoted to the category of "becoming" a teacher. The purpose of the following considerations is to present the motives for choosing the teaching profession. Adopting an interactive perspective, I will focus on the first stage of becoming a teacher, i.e. making a decision about choosing this career path, and then supplement the undertaken considerations with the concepts of epiphanies experienced by teachers during socialization. The introduction presents the main research directions with the participation of educators, and also draws attention to the need to explore the issue of the process of "becoming" a teacher. The theoretical part presents the most important concepts in the field of pedeutology oscillating around the concept and approaches placing the teacher in the center. The research project is maintained in an interpretative paradigm, the biographical method was used. As a result, empirical material was collected covering 14 interviews with teachers. The results of the study allowed to characterize the subjects' motives to "become" a teacher, which were realized in two variants: external and internal motivation. The following analysis of the research is a fragment of a broader research project focused on epiphanies and experiences crystallizing in the selection of the professional path of educators of various specialties in a biographical perspective, implemented as part of a targeted subsidy for young scientists. Financed by the Ministry of Science and Higher Education.
EXPLORING BILBO BAGGINS’ COURAGE IN FACING HIS ENEMIES AS REFLECTED IN J. R. R. TOLKIEN’S THE HOBBIT: A PSYCHOLOGICAL ANALYSIS

The study is aimed to describe the characterization of Bilbo Baggins and to explore the courage of Bilbo Baggins while facing his enemies as seen in the novel The Hobbit by J.R.R Tolkien. This research used qualitative method with a library research. The main data for the research mostly are taken from library. The subject of the research is the novel The Hobbit by J.R.R Tolkien. The object of the research is the courage of Bilbo Baggins as reflected in the novel. In analyzing the courage of Bilbbo Baggins, the study applied the main theory of courage by Walton and Paul Tillich. The results of the research showed that Bilbo Baggins is the main character of the novel with the characterizations comprising of forgetful, curious, enthusiastic, venturesome, and courageous. The findings of Bilbos courage while facing his enemies are presented in six sub-topics discussion, namely: Bilbos courage to face Trolls, Bilbos courage to face Gollum, Bilbos courage to face Goblin under the mountain, Bilbos courage to face Spider of Mirkwood, Bilbos courage to face Smaug, and Bilbos courage to face King of Wood-Elves. Meanwhile, the moral values were also purposively analyzed to provide significant benefit to the readers.
Learning Resources: Online Safety & Security: Secure Banking & Online Purchases

In this section we will look at Online Security, Online Safety, Radicalisation and Extremism
에 나타난 중국 체험과 서술태도

This paper reveals the Chinese experience and narrative attitude embodied in the 19th-century actress Kim No-sang (金老商, 1787～?). Except for the introduction and conclusion, the study was divided into three chapters. The contents of each chapter are summarized as follows.In Chapter 2, I examined the composition of the work focusing on the artist''s hard-historic tendencies and journeys. By combining various researcher''s arguments, he confirmed that Kim No-Sang was Kim Ji-soo, a close character of the hardened tribe, and half-party status at the time of meandering. The journey is divided into domestic and foreign journeys. In the case of domestic journeys, they focused mainly on historical facts. Since then, he has shown the process of acquiring new knowledge through the reality of China on the journey of China. Entering the destination, Yeongyeong, they are immersed in the cultural splendor of Yeongyeong and show a detailed description. On the way back, the old struggles were expressed, expressing joy and longing for the family. Finally, I could see that I was doing my own duty.In Chapter 3, I reviewed the author''s experiences of Hwanhee, Changhee, Balingood and Yurachang. Previously, Yonhee''s concept was “to enjoy.” Therefore, the word yeonhee can be seen as enjoyable. In addition, 幻術, 幻戱 means ‘to change’, and it means to change into different shapes, properties, and characteristics. Chang-hee also says that the reason why the artist stopped watching was because of a language that does not work. The detailed description of the Qing Dynasty ‘valingood’ was sufficient to reveal cultural differences. The author also narrated the core source of Qing dynasty culture, namely the daily life and extraordinary life of glass windows.In the last chapter, we will examine the narrative attitude of . The narrative attitude is divided into positive narratives of cultural differences, critical narratives of foreign characters and customs, objective narratives of history, and in-depth reporter narratives. First of all, the positive description of cultural differences will examine Qing''s developed economy, emperor and Asian. Next, critical descriptions of foreign characters and customs will be divided into foreign characters and customs. He also studied objective and in-depth reporting on history.By examining the contents of the 19th-century love song Lyrics of the Unauthorized, it shows the freedom of self-resulting in it, showing that its literary charm is fully shown. Above all, I think the record is shining in that it has the effect of delivering information and interest to people who have never been to Yeongyeong.
Cutting out the Middle-Man: Training and Evaluating Energy-Based Models without Sampling

We present a new method for evaluating and training unnormalized density models. Our approach only requires access to the gradient of the unnormalized model's log-density. We estimate the Stein discrepancy between the data density $p(x)$ and the model density $q(x)$ defined by a vector function of the data. We parameterize this function with a neural network and fit its parameters to maximize the discrepancy. This yields a novel goodness-of-fit test which outperforms existing methods on high dimensional data. Furthermore, optimizing $q(x)$ to minimize this discrepancy produces a novel method for training unnormalized models which scales more gracefully than existing methods. The ability to both learn and compare models is a unique feature of the proposed method.
Wat typeert een begrijpelijke alinea?

Secondary school students have to learn how to write comprehensible paragraphs as part of a text. But to this very day it is not clear to these students and their teachers what exactly the standards, the language norms, are for a comprehensible paragraph. The study summarised here presents a reconstruction of language norms for a paragraph in Dutch and legitimises these on the basis of theoretical and empirical research outcomes in Linguistics and Discourse Analysis. An analysis of 29 Dutch professional advisory books shows that paragraphs are seen as important textual elements. Although advisory books differ considerably with respect to the level of detail in which paragraph norms are discussed, they converge on the nature of those norms. Textbooks used in the teaching of Dutch as a first language, however, witness a striking diversity with respect to the paragraph norms they mention. The current study contributes to the development of a theoretically grounded and practical approach that helps teachers train their students in writing adequate paragraphs.
Shaping thought through action : A study of the use and design of technical information

This dissertation deals with the design of technical information, such as a user manual for an industrial device, based on the searching and reading behaviour of process operators and maintenance t ...
PENGARUH PENGGUNAAN MEDIA ULAR TANGGA TERHADAP HASIL BELAJAR MATEMATIKA SISWA KELAS I SD ISLAM TERPADU PRIMA MANDIRI PADA MATERI PENJUMLAHAN BILANGAN CACAH TAHUN AJARAN 2018/2019

This study aims to determine the effect of snakes and ladders media on the learning outcomes of Mathematics students in grade I of Prima Mandiri Integrated Islamic Primary School in 2018/2019 Academic Year.This research is a type of quasi-experimental research (Quasi Experimental Research), while the research design uses Nonequivalent control Group Design. The variables of this study consisted of the independent variable, namely the use of snake ladder media and the dependent variable, namely the mathematics learning outcomes of the first grade students of the Prima Mandiri Integrated Islamic Elementary School in 2018/2019 Academic Year. The population of the study was 58 students from the IA and IB classes at the Prima Mandiri Integrated Islamic Elementary School. While the sample used in this study is IA class students, amounting to 29 students. Data collection techniques using the method of testing, observation and documentation. Instrument to determine learning outcomes using Pre-test and post-test formed objective tests. The validity of the instrument was tested with the biserial point formula and to find out its reliability was tested with the application of spss 22. The data analysis technique used a T-test, which previously had known homogeneity and normality.    In the experimental group, the average pre-test score was 66.9 and the post-test score was 139.91. Hypothesis test results showed a significance value of 0.527> 0.05. From these results it can be concluded that the use of snakes and ladders media does not have a significant influence on the learning outcomes of students in grade I of the Prima Mandiri Integrated Islamic Primary School in 2018/2019 Academic Year.
Soil spectral signatures for sugarcane fertiliser recommendations through an adapted soil typology in Réunion

Characterization and study of soils are the basis of soil mapping and could lead to increases in crop productivity. In Reunion, the soil-specific nutrient management expert system, SERDAF, adapts its recommendations to the soil types found in sugarcane fields. The soil classification used in this expert system is based on morphopedological knowledge of soils and landscapes of Reunion, and laboratory measurements of soils constituents. The aim of this study was to develop an objective classification of Reunion volcanic sugarcane soils using near-infrared (NIR) spectra. More than 3000 soil samples NIR spectra (0-30 cm depth) were used to perform a non-supervised clustering, using K-means methodology. The spectral signatures (i.e. average spectrum of each cluster) allowed us to determine the mineralogical composition of the soil clusters and helped with a spectra principal component analysis (PCA). The spatial distribution of these clusters assisted with the development of soil maps. Organic and chemical properties and amorphous compounds allowed the description of soil clusters through their mean, standard deviation and ANOVA values. The spectral clustering identified eight clusters. Spectral signatures analysis showed the presence of three minerals in soils samples due to their reflectance peaks: allophane {amorphous mineral), halloysite and gibbsite {crystallized minerals). Contents of these minerals varied according to soil clusters as seen.on reflectance peaks intensity and PCA and allowed identification and development of a classification system according to a weathering sequence. The cluster spatialization of Reunion soils showed a high degree of fragmentation. This suggests that the high accuracy of NIR spectrometry could be the suitable basis for a soil classification tool. The use of the soils spectral signatures could increase the accuracy of the fertilizer recommendations proposed by SERDAF if it is directly used to classify soil samples in laboratory.
“... looking for your usual comfort, intercession and help”: letters of I.А. Ivanova S.F. Platonov (July-December 1918).

This article reveals the problems associated with the unprecedented, total renaming of settlements in the Crimea by the Soviet government, as a result of the repressions applied to the Crimean Tatar people in 1944, as well as the deportation of Armenians, Bulgarians, Greeks, Germans who lived in the Crimea. By decrees of the Presidium of the Supreme Soviet of the RSFSR of December 14, 1944, of August 21, 1945, and of May 18, 1948, 11 districts and district centers, 333 village councils, and 1062 settlements were renamed on the Crimean Peninsula. Thus, the topic of restoring the historical names of settlements in the Crimean society is relevant and in demand. The purpose of the article is to analyze legislative and regulatory legal acts that will serve as a legal basis for restoring historical justice, returning historical names to settlements in the Crimea. The author focuses on the Law of the RSFSR of April 26, 1991 No. 1107-I "On the rehabilitation of repressed peoples", article 11 of which recognizes the right of repressed peoples to return their former historical names to settlements and localities that were illegally taken away from them during the years of Soviet power. The article also analyzes the resolution of the Constitutional Court of the Russian Federation of December 10, 2019, in which the Court, when considering issues related to the restoration of the rights of the repressed, before making the necessary changes to the legislative regulation, gives priority to the legislation on rehabilitation. &nbsp
Le modèle des blocs latents, une méthode régularisée pour la classification en grande dimension

Standard model-based clustering is known to be very efficient for low dimensional data sets, but it fails for properly addressing high dimension (HD) ones, where it suffers from both statistical and computational drawbacks. In order to counterbalance this curse of dimensionality, some proposals have been made to take into account redundancy and features utility, but related models are not suitable for too many variables. We advocate that the latent bloc model, a probabilistic model for co-clustering, is of particular interest to perform HD clustering of individuals even if it is not its primary function. We illustrate in an empirical manner the trade-off bias-variance of the co-clustering strategy in scenarii involving HD fundaments (correlated variables, irrelevant variables) and show the ability of co-clustering to outperform simple mixture row-clustering
Blockchain in the management of science: conceptual models, promises and challenges

Blockchain has received much attention recently, due to its promises of verifiable, permanent, decentralized, and efficient data handling. In 2017-2019 blockchain and associated technologies such as smart contracts has progressed beyond cryptocurrencies, and has been adopted in banking, retail, healthcare, and other fields. This study critically examines recent applications of blockchain in science, touching upon different stages of research cycle, from data management to publishing, peer review, research evaluation and funding. The paper is based upon a review of blockchain projects, relevant literature, a set of interviews and focus groups with startup founders, scholars, librarians, IT experts from the EU, USA, Russia, and Belarus. Proponents of blockchain for science present this technology as a tool to make science free from bias, red tape, data fraud, as well as provide innovative means to secure financial backing for new ideas. However, these projects face a set of challenges. One issue concerns introducing crypto economy, with its financial incentives, into science, a field that emphasizes disinterested and non-pecuniary pursuit of truth. Another source of concern relates to the ongoing conflict between the principle of decentralization inherent to blockchain and the practice of forcing it from above, by the state and other centralized entities.