![]() Use functions when possible, classes only when necessary (or for estimators, see (2)).įor estimators, mimic the scikit-learn API as much as possible.Īim for a consistent interface throughout, e.g. With its goal to remain simple to use, alchemlyb’s design philosophy follows the following points: See Getting involved for how to get in touch if you have questions or find problems. The current 1.x release of alchemlyb only supports pymbar releases >= 3.0.5, = 4.0 (see discussion #205 and issue #207) With release 1.0.0, the API has stabilized and is guaranteed to remain backwards-compatible until a 2.0.0 release. We use semantic versioning to indicate clearly what kind of changes you may expect between releases. However, it is used by multiple groups in a production environment. Its components allow work at all scales, from use on small systems using a single workstation to larger datasets that require distributed computing using libraries such as dask. General and robust workflows following best practices are also provided, which can be used as reference implementations and examples.Īlchemlyb seeks to be as boring and simple as possible to enable more complex work. These functions are simple in usage and pure in scope, and can be chained together to build customized analyses of data. It seeks to provide flexible building blocks covering functions for parsing data from formats common to existing MD engines, subsampling these data, fitting these data with an estimator to obtain free energies, and plotting the results. Analyze how an author’s choices concerning how to structure a text, order events within it (e.g., parallel plots), and manipulate time (e.g., pacing, flashbacks) create such effects as mystery, tension, or surprise.Alchemlyb: the simple alchemistry library ¶Īlchemlyb is a library for doing alchemical free energy calculations more easily.Determine the meaning of words and phrases as they are used in the text, including figurative and connotative meanings analyze the cumulative impact of specific word choices on meaning and tone (e.g., how the language evokes a sense of time and place how it sets a formal or informal tone).Analyze how complex characters (e.g., those with multiple or conflicting motivations) develop over the course of a text, interact with other characters, and advance the plot or develop the theme.For a list of Common Core State Standards addressed, see below.ĭownload the free study guide and infographic for The Alchemist by Paulo Coelho here: The Alchemist Video Study Guide Common Core State Standards The Alchemist by Paulo Coelho .9-10.3 Course Hero also provides free resources like study guides and infographics at the link below. Additionally, students will be able to consider how an author chooses to structure the timeline and order of events in the book to create effects like mystery and tension. Students will also be able to determine the meaning of words and phrases as they are used in the text beyond their literal meaning toward their usefulness in the text’s overall meaning and tone. These videos will aid students in analyzing how complex characters develop over the course of the book by interacting with other characters and advancing the plot and themes. In this chapter-by-chapter video study guide of Paulo Coelho’s The Alchemist, students will have access to 19 short videos, all under 4 minutes, that provide a thoughtful summary and analysis of the text.
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