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Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Posted By: arundhati

Date: 22 Feb 2023 01:14:16

Vishnu Subramanian, "Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch"
English | ISBN: 1788624335 | 2018 | 262 pages | PDF | 2 MB

Computers & Technology Computer Science PyTorch models

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Mastering PyTorch: Build powerful deep learning architectures using advanced PyTorch features, 2n...

Posted By: sammoh

Date: 24 Jan 2023 16:13:39

Master advanced techniques and algorithms for machine learning with PyTorch using real-world examples

Key Features
Understand how to use PyTorch to build advanced neural network models including graph neural networks and reinforcement learning models

PyTorch Python Programming network models

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Systems Mapping: How to build and use causal models of systems

Posted By: arundhati

Date: 15 Aug 2022 01:51:41

Pete Barbrook-Johnson, "Systems Mapping: How to build and use causal models of systems"
English | ISBN: 3031018338 | 2022 | 203 pages | PDF | 4 MB

Social Sciences systems models

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Machine Learning Bookcamp, Video Edition

Posted By: sammoh

Date: 15 Apr 2022 20:43:39

Machine Learning Bookcamp, Video Edition
MP4 | Video: AVC 1280 x 720 | Audio: AAC 44 Khz 2ch | Duration: 08:59:20 | 2.77 GB

In Video Editions the narrator reads the book while the content, figures, code listings, diagrams, and text appear on the screen. Like an audiobook that you can also watch as a video.

Manning Bookcamp models Python Developer Coding diagrams NumPy

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Practicing Trustworthy Machine Learning (Early Release)

Posted By: sammoh

Date: 12 Apr 2022 20:36:01

With the increasing use of AI in high-stakes domains such as medicine, law, and defense, organizations spend a lot of time and money to make ML models trustworthy. Many books on the subject offer deep dives into theories and concepts. This guide provides a practical starting point to help development teams produce models that are secure, more robust, less biased, and more explainable.

models O'Reilly Machine Trustworthy

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3D Printing with SketchUp

Posted By: sammoh

Date: 6 Apr 2022 17:06:55

Realworld case studies to help you design models in SketchUp for 3D printing on anything ranging from the smallest desktop machines to the largest industrial 3D printers

3D Printer Printing SketchUp Packt models Google architectural design 3D models

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Stochastic Models, Statistics and Their Applications: Dresden, Germany, March 2019 (Repost)

Posted By: AvaxGenius

Date: 24 Dec 2021 12:01:28

Stochastic Models, Statistics and Their Applications: Dresden, Germany, March 2019 (Repost)

This volume presents selected and peer-reviewed contributions from the 14th Workshop on Stochastic Models, Statistics and Their Applications, held in Dresden, Germany, on March 6-8, 2019. Addressing the needs of theoretical and applied researchers alike, the contributions provide an overview of the latest advances and trends in the areas of mathematical statistics and applied probability, and their applications to high-dimensional statistics, econometrics and time series analysis, statistics for stochastic processes, statistical machine learning, big data and data science, random matrix theory, quality control, change-point analysis and detection, finance, copulas, survival analysis and reliability, sequential experiments, empirical processes, and microsimulations.

Science Mathematics Stochastic Models Statistics probability mathematics stochastic models statistics applied econometrics random matrix theory processes statistical machine data Science quality control analysis microsimulations natural sciences image genetics

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Two Scoops of Django 3.X: Best Practices for the Django Web Framework

Posted By: l3ivo

Date: 25 Aug 2021 05:46:56

Daniel Feldroy, Audrey Feldroy, "Two Scoops of Django 3.X: Best Practices for the Django Web Framework"
English | 2020 | ASIN: N/A | 485 pages | PDF | 3.8 MB

python techniques tricks development programming web service security models

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Agile Model-Based Systems Engineering Cookbook

Posted By: sammoh

Date: 31 Mar 2021 21:06:58

Discover recipes for addressing the growing complexity of modern systems by applying Agile methodologies and techniques in model-based systems engineering (MBSE)

Cookbook development Engineering models

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Forecasting Time Series Data with Facebook Prophet

Posted By: sammoh

Date: 12 Mar 2021 11:54:50

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using Python

Facebook forecasting models Computer Data

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Simple Predictive Analytics: Using Excel to Solve Business Problems

Posted By: l3ivo

Date: 5 Mar 2021 08:37:17

Business business models Science problems IT analytics Engineering computer Design Technology Data Modeling & Design Painting technology Drawing ePub

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Probabilistic Graphical Models: Principles and Applications, Second Edition

Posted By: AvaxGenius

Date: 23 Dec 2020 13:45:18

Probabilistic Graphical Models: Principles and Applications, Second Edition by Luis Enrique Sucar
English | PDF | 2021 | 370 Pages | ISBN : 3030619427 | 11.7 MB

This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. It features new material on partially observable Markov decision processes, graphical models, and deep learning, as well as an even greater number of exercises.

Development graphical Patterns models Technology Programming principles Science Markov Decision Processes applications second Algorithms Probabilistic Inference Bayesian Classifiers Mathematics Hidden Markov Models Probabilistic Engineering

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Modelling British Aircraft of World War II

Posted By: l3ivo

Date: 19 Dec 2020 18:08:32

World War II models craft british aircraft paper Leisure Hobbies Wood Carving ePub

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Airliner Models: Marketing Air Travel and Tracing Airliner Evolution Through Vintage Miniatures

Posted By: First1

Date: 14 Dec 2019 07:48:06

For most of the past century, beautiful models of airliners have been made to promote their airlines' services in travel agents and their own shops. The models also illustrate the evolution of airliner design over these decades: the wood and fabric biplanes of the 1920s, the broad adoption of all-metal airliners in the 1930s, the first jet airliners of the 1950s, the first wide-body airliners of the 1970s and the pioneering small steps in supersonic air travel are all covered.

evolution models Airliner travel Hobbies airliner Leisure miniatures Engineering vintage Military Technology ePub History

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Statistics for Machine Learning

Posted By: First1

Date: 18 Oct 2019 07:22:43

Build Machine Learning models with a sound statistical understanding.

Development Statistics unsupervised models Programming IT reinforcement machine Patterns supervised Algorithms Neural Network ePub techniques

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