Zentropy

DOWNLOAD

Download Zentropy PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Zentropy book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page

Zentropy

DOWNLOAD
Author : Zi-Kui Liu
language : en
Publisher: CRC Press
Release Date : 2024-08-23

Zentropy written by Zi-Kui Liu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-23 with Science categories.

This book compiles selected publications authored or co-authored by the editor to present a comprehensive understanding of following topics: (1) fundamentals of thermodynamics, Materials Genome®, and zentropy theory; (2) zentropy theory for prediction of positive and negative thermal expansions. It is noted that while entropy at one scale is well represented by standard statistical mechanics in terms of probability of individual configurations at that scale, the theory capable of counting total entropy of a system from different scales is lacking. The zentropy theory provides a nested form for configurational entropy enabling multiscale modeling to account for disorder and fluctuations from the electronic scale based on quantum mechanics to the experimental scale based on statistical mechanics using free energies of individual configurations rather than their total energies in standard statistical mechanics. The predictions from the zentropy theory demonstrate remarkable agreements with experimental observations for magnetic transitions and associated emergent behaviors of strongly correlated metals and oxides, including singularity and instability at critical points and positive and negative thermal expansions, without the need of additional truncated models and fitting model parameters beyond density function theory. This paves the way to provide the predicted phase equilibrium data for high throughput predictive CALPHAD modeling of complex material systems, and those individual configurations may thus be considered as the genomic building blocks of individual phases in the spirit of Materials Genome®.

Adweek

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2003

Adweek written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Advertising categories.

Vols. for 1981- include four special directory issues.

Brandweek

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2005-04

Brandweek written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-04 with Advertising categories.

Machine Learning For Algorithmic Trading

DOWNLOAD
Author : Stefan Jansen
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-07-31

Machine Learning For Algorithmic Trading written by Stefan Jansen and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-31 with Business & Economics categories.

Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key Features Design, train, and evaluate machine learning algorithms that underpin automated trading strategies Create a research and strategy development process to apply predictive modeling to trading decisions Leverage NLP and deep learning to extract tradeable signals from market and alternative data Book DescriptionThe explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance.What you will learn Leverage market, fundamental, and alternative text and image data Research and evaluate alpha factors using statistics, Alphalens, and SHAP values Implement machine learning techniques to solve investment and trading problems Backtest and evaluate trading strategies based on machine learning using Zipline and Backtrader Optimize portfolio risk and performance analysis using pandas, NumPy, and pyfolio Create a pairs trading strategy based on cointegration for US equities and ETFs Train a gradient boosting model to predict intraday returns using AlgoSeek s high-quality trades and quotes data Who this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.

The Journal Of The American Chamber Of Commerce In Japan

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2000

The Journal Of The American Chamber Of Commerce In Japan written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Industries categories.

The Advertising Red Books

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2007-04

The Advertising Red Books written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-04 with Advertisers categories.

Mediaweek

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 2009-10

Mediaweek written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10 with Advertising categories.

F S Index United States Annual

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 1998

F S Index United States Annual written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Commercial products categories.

More Advertising Worldwide

DOWNLOAD
Author : Ingomar Kloss
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

More Advertising Worldwide written by Ingomar Kloss and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Business & Economics categories.

The first volume of this reader was on the subject of advertising conditions in Australia, Belgium, Finland, France, Germany, India, Japan, Russia, South Africa, Taiwan and the USA. Not forgetting Marieke de Mooij's chapter on the impact of culture on advertising. With this second volume the title "Advertising Worldwide" becomes a little bit more true. Again other important countries are investigated with respect to their specific advertising structures. The authors of the different countries had the same briefing as in the first volume: • What are the social, cultural or religious features of advertising and advertising practices? • Are there any taboos? • Which legal restrictions apply? • What kind of advertising infrastructure is there? Are there any institu tions, federations or boards of advertising? • Which media are readily available? • How are media data collected? What are the methods of gaining adver tising data? • How can specific target groups be addressed? • Are there any particular preferences concerning the use of media? Assessing the choice of countries in the two volumes of "Advertising Wordwide" one has to conc1ude as a first resume that it is not primarily the more theoretical question of standardization or differentiation which dominates the advertising strategy (at least for consumer goods) but the very practical necessity of adapting to the respective specific advertising conditions of each country. A standardized global, even multinational ad vertising campaign has to be considered the exception, rather than the rule.

Official Gazette Of The United States Patent And Trademark Office

DOWNLOAD
Author :
language : en
Publisher:
Release Date : 1998

Official Gazette Of The United States Patent And Trademark Office written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Trademarks categories.