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This accessible and self-contained guide provides a comprehensive introduction to the popular programming language Python, with a focus on applications in chemistry and chemical physics. Ideally suited to students and researchers of chemistry learning to employ Python for problem-solving in their research, this fast-paced primer first builds a solid foundation in the programming language before progressing to advanced concepts and applications in chemistry. The required syntax and data structures are established, and then applied to solve problems computationally. Popular numerical packages are described in detail, including NumPy, SciPy, Matplotlib, SymPy, and pandas. End of chapter problems are included throughout, with worked solutions available within the book. Additional resources, datasets, and Jupyter Notebooks are provided on a companion website, allowing readers to reinforce their understanding and gain confidence applying their knowledge through a hands-on approach.

Scientists cannot devise theories, construct models, propose explanations, make predictions, or even carry out observations, without first classifying their subject matter. The goal of scientific taxonomy is to come up with classification schemes that conform to nature's own. Another way of putting this is that science aims to devise categories that correspond to 'natural kinds.' The interest in ascertaining the real kinds of things in nature is as old as philosophy itself, but it takes on a different guise when one adopts a naturalist stance in philosophy, that is when one looks closely at scientific practice and takes it as a guide for identifying natural kinds and investigating their general features. This Element surveys existing philosophical accounts of natural kinds, defends a naturalist alternative, and applies it to case studies in a diverse set of sciences. This title is also available as Open Access on Cambridge Core.

Studies the contribution of Election Commission to the Indian democratic process through its regulatory role in conducting elections between 1990 and 2019. It demonstrates how state institutions and mass politics interact with each other in the public arena.

The Cambridge Companion to F. Scott Fitzgerald, 2nd edition, provides authoritative critical insight into Scott Fitzgerald's life and writings for both new readers and long-time fans. It features seven new essays and an updated list of suggested reading alongside updated versions of four essays from the first edition.

One of a well-established series of sourcebooks catering to the needs of ancient history students at schools and universities. Each volume focuses on a particular period or topic and provides a generous and judicious selection of primary texts in new English translations, with annotation and supporting materials.

Python is a free and easy-to-use software tool that offers a significant alternative to proprietary packages such as MATLAB (R) and Mathematica (R). This book explains Python from scratch, covering everything students and researchers need to get up and running. No previous knowledge of the software is required.

Just transition prompts us to explore a number of important dimensions of Earth System Governance research, including sustainability transformations, inequality, power and justice. This Element aims to place just transition in the dynamics of the world political economy over the last several decades and to offer an overview of the varieties of just transitions based on an analytical scheme that focuses on their breadth (coverage), depth (social and ecological priorities) and ambition. The focus on breadth, depth and ambition centers on power, inequality and injustice and allows us to analyze and compare just transitions as a prerequisite for their fuller interpretation.

Plato is a philosophical writer of unusual and impressive versatility. His dialogues not only engage in argument but also abound in allegory, myth and paradox, with clearly characterised participants set against a particular historical context. This engrossing book shows how Plato's literary qualities are crucial to understanding his philosophy.

Physicochemical mechanics is a modern theoretical framework that can be used to model physicochemical processes, based on well-known concepts taken from classical mechanics. This self-contained book provides a detailed summary of this theoretical approach and its many useful applications in biological physics, biochemistry and chemical engineering.

One of a well-established series of sourcebooks catering to the needs of ancient history students at schools and universities. Each volume focuses on a particular period or topic and provides a generous and judicious selection of primary texts in new English translations, with annotation and supporting materials.

One of a well-established series of sourcebooks catering to the needs of ancient history students at schools and universities. Each volume focuses on a particular period or topic and provides a generous and judicious selection of primary texts in new English translations, with annotation and supporting materials.

One of a well-established series of sourcebooks catering to the needs of ancient history students at schools and universities. Each volume focuses on a particular period or topic and provides a generous and judicious selection of primary texts in new English translations, with annotation and supporting materials.

One of a well-established series of sourcebooks catering to the needs of ancient history students at schools and universities. Each volume focuses on a particular period or topic and provides a generous and judicious selection of primary texts in new English translations, with annotation and supporting materials.

One of a well-established series of sourcebooks catering to the needs of ancient history students at schools and universities. Each volume focuses on a particular period or topic and provides a generous and judicious selection of primary texts in new English translations, with annotation and supporting materials.

Is war the opposite of peace, or its necessary accomplice? Exploring this question in relation to eighteenth-century Britain, Andrew Lincoln opens up complex, paradoxical and enduring issues and shows how ideas and methods were developed to provide the British public with moral insulation from violence both overseas and at home.

High-throughput sequencing has revolutionised the field of biological sequence analysis. Its application has enabled researchers to address important biological questions, often for the first time. This book provides an integrated presentation of the fundamental algorithms and data structures that power modern sequence analysis workflows. The topics covered range from the foundations of biological sequence analysis (alignments and hidden Markov models), to classical index structures (k-mer indexes, suffix arrays and suffix trees), Burrows-Wheeler indexes, graph algorithms and a number of advanced omics applications. The chapters feature numerous examples, algorithm visualisations, exercises and problems, each chosen to reflect the steps of large-scale sequencing projects, including read alignment, variant calling, haplotyping, fragment assembly, alignment-free genome comparison, transcript prediction and analysis of metagenomic samples. Each biological problem is accompanied by precise formulations, providing graduate students and researchers in bioinformatics and computer science with a powerful toolkit for the emerging applications of high-throughput sequencing.

This text provides the current state of knowledge on, arguably, one of the most attractive and mysterious mathematical objects: the Monster group. Some 20 experts here share their expertise in this exciting field. Ideal for researchers and graduate students working in Combinatorial Algebra, Group theory and related areas.

This is the first book on the 'effectual truth,' a new kind of truth invented by Machiavelli that led to the invention of scientific method in cause and effect, passed along to philosophic successors, such as Montesquieu 230 years later. High-level thinking in words you can understand.

Positions Emma Rice's theatre-making, a body of work spanning three decades, as feminist acts of love. Drawing on fieldwork research her practice is viewed through the critical lenses of feminisms and affect to consider its contextual tensions, its ethics of affirmation, staging of femininities and contribution to queer worldmaking.

This interdisciplinary volume examines the ethical, legal and regulatory impacts that COVID-19 has had on our society and institutions. Chapters also analyze the broader social and institutional impacts of the pandemic and what longer lasting effects it may have on our society.

This Element concerns itself with a particular aspect of the problem posed to monotheistic religious thought by suffering, namely the suffering of non-human creatures in nature. It makes some comparisons between Judaism, Christianity, and Islam, and then explores the problem in depth within Christian thought.