Kooperativer Bibliotheksverbund

UID:

Format: 1 Online-Ressource (151 Seiten) , Diagramme

ISBN: 9781315544366

Series Statement: Routledge studies in the modern world economy 168

Note: Includes bibliographical references and index

Additional Edition: Erscheint auch als Online-Ausgabe ISBN 978-1-315-54436-6

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 978-1-138-68375-4

Language: English

Subjects: Economics , Sociology

Keywords: Kapitalismus ; Soziale Ungleichheit ; Einkommensverteilung ; Verteilungsgerechtigkeit ; Electronic books

DOI: 10.4324/9781315544366

URL: Volltext

URL: lizenzpflichtig

URL: Volltext

Author information: Souza, Jessé 1960-

Author information: Rehbein, Boike 1965-2022

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Format: 155 Seiten , Illustrationen

ISBN: 9383243252 , 9789383243259

Series Statement: Marg's quarterly publications volume 70, no. 1

Language: English

Subjects: Art History

Keywords: Dekhan ; Kunst ; Textilien ; Design ; Buchmalerei ; Parfüm ; Geschichte ; Bildband

URL: Inhaltsverzeichnis

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Format: 180 Seiten , Illustrationen

ISBN: 9383243244 , 9789383243242

Series Statement: Marg's quarterly publications vol. 69, no. 4

Language: English

Subjects: Art History

Keywords: Thanjavur ; Malerei ; Gottesdarstellung ; Geschichte 1700-1899 ; Bildband

URL: Inhaltsverzeichnis

Author information: Dallapiccola, Anna Libera 1944-

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Format: 1 online resource (244 pages)

Edition: 1st ed.

ISBN: 9781788623087

Content: This book gives you a practical, hands-on understanding of how you can leverage the power of Python and Keras to perform effective deep learning. It presents a unique problem-solution approach to tackle various problems in training different types of neural networks while taking care of the speed and accuracy of these models

Note: Cover -- Title Page -- Copyright and Credits -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Keras Installation -- Introduction -- Installing Keras on Ubuntu 16.04 -- Getting ready -- How to do it... -- Installing miniconda -- Installing numpy and scipy -- Installing mkl -- Installing TensorFlow -- Installing Keras -- Using the Theano backend with Keras -- Installing Keras with Jupyter Notebook in a Docker image -- Getting ready -- How to do it... -- Installing the Docker container -- Installing the Docker container with the host volume mapped -- Installing Keras on Ubuntu 16.04 with GPU enabled -- Getting ready -- How to do it... -- Installing cuda -- Installing cudnn -- Installing NVIDIA CUDA profiler tools interface development files -- Installing the TensorFlow GPU version -- Installing Keras -- Chapter 2: Working with Keras Datasets and Models -- Introduction -- CIFAR-10 dataset -- How to do it... -- CIFAR-100 dataset -- How to do it... -- Specifying the label mode -- MNIST dataset -- How to do it... -- Load data from a CSV file -- How to do it... -- Models in Keras - getting started -- Anatomy of a model -- Types of models -- Sequential models -- How to do it... -- Create a Sequential model -- Compile the model -- Train the model -- Evaluate the model -- Predict using the model -- Putting it all together -- Model inspection internals -- Model compilation internals -- Initialize the loss -- Model training -- Output of the sample -- Shared layer models -- Introduction - shared input layer -- How to do it... -- Concatenate function -- Keras functional APIs -- How to do it... -- The output of the example -- Keras functional APIs - linking the layers -- How to do it... -- Model class -- Image classification using Keras functional APIs -- How to do it , Chapter 3: Data Preprocessing, Optimization, and Visualization -- Feature standardization of image data -- Getting ready -- How to do it... -- Initializing ImageDataGenerator -- Sequence padding -- Getting ready -- How to do it... -- Pre-padding with default 0.0 padding -- Post-padding -- Padding with truncation -- Padding with a non-default value -- Model visualization -- Getting ready -- How to do it... -- Code listing -- Optimization -- Common code for samples -- Optimization with stochastic gradient descent -- Getting ready -- How to do it... -- Optimization with Adam -- Getting ready -- How to do it... -- Optimization with AdaDelta -- Getting ready -- How to do it... -- Adadelta optimizer -- Optimization with RMSProp -- Getting ready -- How to do it... -- Chapter 4: Classification Using Different Keras Layers -- Introduction -- Classification for breast cancer -- How to do it... -- Data processing -- Modeling -- Full code listing -- Classification for spam detection -- How to do it... -- Data processing -- Modeling -- Full code listing -- Chapter 5: Implementing Convolutional Neural Networks -- Introduction -- Cervical cancer classification -- Getting ready -- How to do it... -- Data processing -- Modeling -- Predictions -- Digit recognition -- Getting ready -- How to do it... -- Modeling -- Chapter 6: Generative Adversarial Networks -- Introduction -- GAN overview -- Basic GAN -- Getting ready -- How to do it... -- Building a generator -- Building a discriminator -- Initialize the GAN instance -- Training the GAN -- Output plots -- Average metrics of the GAN -- Boundary seeking GAN -- Getting ready -- How to do it... -- Generator -- Discriminator -- Initializing the BGAN class -- Boundary seeking loss -- Train the BGAN -- Output the plots -- Iteration 0 -- Iteration 10000 -- Metrics of the BGAN model -- Plotting the metrics -- DCGAN , Getting ready -- How to do it... -- Generator -- Summary of the generator -- Training the generator -- Discriminator -- Build the discriminator -- Summary of the discriminator -- Compile the discriminator -- Combined model - generator and discriminator -- Train the generator using feedback from a discriminator -- Putting it all together -- The output of the program -- Average metrics of the model -- Chapter 7: Recurrent Neural Networks -- Introduction -- The need for RNNs -- Simple RNNs for time series data -- Getting ready -- Loading the dataset -- How to do it... -- Instantiate a sequential model -- LSTM networks for time series data -- LSTM networks -- LSTM memory example -- Getting ready -- How to do it... -- Encoder -- LSTM configuration and model -- Train the model -- Full code listing -- Time series forecasting with LSTM -- Getting ready -- Load the dataset -- How to do it... -- Instantiate a sequential model -- Observation -- Sequence to sequence learning for the same length output with LSTM -- Getting ready -- How to do it... -- Training data -- Model creation -- Model fit and prediction -- Chapter 8: Natural Language Processing Using Keras Models -- Introduction -- Word embedding -- Getting ready -- How to do it... -- Without embeddings -- With embeddings -- Sentiment analysis -- Getting ready -- How to do it... -- Full code listing -- Chapter 9: Text Summarization Using Keras Models -- Introduction -- Text summarization for reviews -- How to do it... -- Data processing -- Encoder-decoder architecture -- Training -- See also -- Chapter 10: Reinforcement Learning -- Introduction -- The CartPole game with Keras -- How to do it... -- Implementing the DQN agent -- The memory and remember -- The replay function -- The act function -- Hyperparameters for the DQN -- DQN agent class -- Training the agent -- Dueling DQN to play Cartpole -- Getting ready , DQN agent -- init method -- Setting the last layer of the network -- Dueling policy -- Init code base -- BoltzmannQPolicy -- Adjustment during training -- Sequential memory -- How to do it... -- Plotting the training and testing results -- Other Books You May Enjoy -- Index

Additional Edition: Print version Dua, Rajdeep Keras Deep Learning Cookbook Birmingham : Packt Publishing, Limited,c2018 ISBN 9781788621755

Language: English

Keywords: Electronic books

URL: Full-text  ((OIS Credentials Required))

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Format: 1 Online-Ressource (xxi, 731 Seiten) , Illustrationen

ISBN: 9789811058011 , 978-981-10-5801-1

ISSN: 0921-092X , 1872-4663

Series Statement: Water science and technology library 81

Content: This book contains seven parts. The first part deals with some aspects of rainfall analysis, including rainfall probability distribution, local rainfall interception, and analysis for reservoir release. Part 2 is on evapotranspiration and discusses development of neural network models, errors, and sensitivity. Part 3 focuses on various aspects of urban runoff, including hydrologic impacts, storm water management, and drainage systems. Part 4 deals with soil erosion and sediment, covering mineralogical composition, geostatistical analysis, land use impacts, and land use mapping. Part 5 treats remote sensing and geographic information system (GIS) applications to different hydrologic problems. Watershed runoff and floods are discussed in Part 6, encompassing hydraulic, experimental, and theoretical aspects. Water modeling constitutes the concluding Part 7. Soil and Water Assessment Tool (SWAT), Xinanjiang, and Soil Conservation Service-Curve Number (SCS-CN) models are discussed. The book is of interest to researchers and practitioners in the field of water resources, hydrology, environmental resources, agricultural engineering, watershed management, earth sciences, as well as those engaged in natural resources planning and management. Graduate students and those wishing to conduct further research in water and environment and their development and management find the book to be of value

Note: Contents Part I Rainfall Analysis Rainfall Probability Distribution Analysis in Selected Lateral Command Area of Upper Krishna Project (Karnataka), India / N. K. Rajeshkumar, P. Balakrishnan, G. V. Srinivas Reddy, B. S. Polise Gowdar and U. Satishkumar Analyzing Rainfall and Reservoir Release Pattern for Ajwa Reservoir: A Case Study / Pushkar Sharma and Sanskriti Mujumdar Preliminary Investigations on Localized Rainfall Interception Losses Under Real Field Observations / M. L. Gaur and Saket Kumar Probabilistic Estimation of Design Daily Runoff from Bamhani Watershed, India / Sarita Gajbhiye Meshram and Vijay P. Singh Part II Evapotranspiration Development of Generalized Higher-Order Neural Network-Based Models for Estimating Pan Evaporation / Sirisha Adamala, N. S. Raghuwanshi and Ashok Mishra Sensitivity Analysis of FAO-56 Penman–Monteith Reference Evapotranspiration Estimates Using Monte Carlo Simulations / Gicy M. Kovoor and Lakshman Nandagiri Quantification of Error in Estimation of Reference Crop Evapotranspiration by Class A Pan Evaporimeter and Its Correction / S. Praharaj, P. K. Mohanty and B. C. Sahoo Part III Urban Runoff Spatial and Temporal Analyses of Impervious Surface Area on Hydrological Regime of Urban Watersheds / Tauseef A. Ansari and Y. B. Katpatal An Assessment of Hydrological Impacts Due to Changes in the Urban Sprawl in Bhopal City and its Peripheral Urban-Rural Fringe / L. Patel, S. Goyal and T. Thomas Simulation of Urban Drainage System Using Disaggregated Rainfall Data / Vinay Ashok Rangari, K. Veerendra Gopi, N. V. Umamahesh and Ajey Kumar Patel Investigation of Drainage for Structures, Lithology and Priority (Flood and Landslide) Assessment Using Geospatial Technology, J&K, NW Himalaya / Umair Ali and Syed Ahmad Ali Hydrologic Design Parameters Database for Water Harvesting Structures in Madhya Pradesh / Ramadhar Singh, Karan Singh and D. M. Bhandarkar Application of Storm Water Management Model to an Urban Catchment / V. Swathi, K. Srinivasa Raju and Ajit Pratap Singh Part IV Soil Erosion and Sediment A Study of Erosional Depositional Activity and Land Use Mapping of Majuli River Island Using Landsat Data / Dipsikha Devi, Nilutpal Phukan and Bibhash Sarma Study of Soil Erosion and Deposition Around an Island in a Natural Stream / Snigdhadip Ghosh, Saptarshi Das and Vijay Kumar Dwivedi Impact Assessment of Alternate Land Cover and Management Practices on Soil Erosion: A Case Study / T. R. Nayak, R. K. Jaiswal, R. V. Galkate and T. Thomas Geostatistical Analysis of River Sedimentation Behavior in Kerala State / Mathew K. Jose, T. Chandramohan, B. K. Purandara and B. Venkatesh Study of Mineralogical Composition of Sediment in Brahmaputra River in Urban Stretch of Guwahati City, Assam, India / Mamata Das and Triptimoni Borah Part V Remote Sensing and GIS Applications Hypsometric Analysis for Assessing Erosion Status of Watershed Using Geographical Information System / S. K. Sharma, S. Gajbhiye, S. Tignath and R. J. Patil Assessment of Different Bathymetry Statistical Models Using Landsat-8 Multispectral Images / Omar Makboul, Abdelazim Negm, Saleh Mesbah and Mohamed Mohasseb Estimation of Minimum and Maximum Air Temperature Using MODIS Remote Sensing Imagery and Geographical Information System (GIS) / P. Sardhara Bharatkumar, P. Dholariya Jay, M. K. Tiwari and M. L. Gaur A RS and GIS Approaches for the Estimation of Runoff and Soil Erosion in SA-13 Watershed / H. N. Bhange and V. V. Deshmukh Rainwater Harvesting Structure Site Suitability Using Remote Sensing and GIS / B. K. Gavit, R. C. Purohit, P. K. Singh, Mahesh Kothari and H. K. Jain Land Surface Temperature Estimation Using Remote Sensing Data / Vijay Solanky, Sangeeta Singh and S. K. Katiyar Watershed Prioritization of Wardha River Basin, Maharashtra, India Using Morphometric Parameters: A Remote Sensing and GIS-Based Approach / B. S. Manjare, S. Khan, S. A. Jawadand and M. A. Padhye Flood Assessment of Lolab Valley from Watershed Characterization Using Remote Sensing and GIS Techniques / Mannan Bashir Wani, Syed Ahmad Ali and Umair Ali Delineation of Paleochannels in Periyar River Basin of Kerala Using Remote Sensing and Electrical Resistivity Methods / C. P. Priju, Jiby Francis, P. R. Arun and N. B. Narasimha Prasad Application of EO-1 Hyperion Data for Mapping and Discrimination of Agricultural Crops / H. Ramesh and P. P. Soorya Geomatica-Based Approach for Automatic Extraction of Lineaments from ASTER-GDEM Data, in Part of Al-Rawdah, Shabwah, Southeast Yemen / Mohammed Sultan Alshayef and Akram Javed Part VI Watershed Runoff and Floods Morpho-Mathematical Analysis of Bharar River Basin District Chhatarpur-Central India / Pradeep Kumar Jain Application of Principal Component Analysis for Grouping of Morphometric Parameters and Prioritization of Watershed / Sarita Gajbhiye Meshram and S. K. Sharma Velocity Distribution in Vortex Chamber at High Water Abstraction Ratio / Mohammad Athar and Shivani Srotriya Performance Appraisal of Friction Factor Estimators / Abhishek Mishra, Aditya Deshpande and Bimlesh Kumar Experimental Investigations of Wave Height Attenuation by Submerged Artificial Vegetation / Beena Mary John, I. Mohit Babu, Kiran G. Shirlal and Subba Rao Developing Rating Curves for Nubia Lake, Sudan, Using RS/GIS / Mohamed Elsahabi, Abdelazim Negm and Kamal Ali A Spreadsheet Approach for Prediction of Rating Curve Parameters / Mohammad Muzzammil, Javed Alam and Mohammad Zakwan Experimental Study on Role of Emergent Artificial Coastal Vegetation in Controlling Wave Run Up / Beena Mary John, R. T. Arun Vignesh, Kiran G. Shirlal and Subba Rao Development of Regional Soil Water Retention (SWR) Characteristics / R. K. Jaiswal, T. Thomas, R. V. Galkate, S. Singh and J. V. Tyagi Revision of Empirical Coefficients of Commonly Used Flood Formulae Using Flow Data from Karnataka Rivers / T. Chandramohan, Mathew K. Jose, B. K. Purandara and B. Venkatesh Reservoir Inflow Forecasting Using Extreme Learning Machines / Mukesh Kumar Tiwari and Sanjeet Kumar Quantifying Discontinuity, Connectivity, Variability, and Hierarchy in Overland Flow Generation: Comparison of Different Modeling Methods / Xuefeng Chu Nondimensional UH-Based Smoothing of S-Curve-Derived UH Oscillations / P. R. Patil, S. K. Mishra, Nayan Sharma and Vijay P. Singh Fuzzy-Based Comprehensive Evaluation of Environmental Flow Alteration / Kairong Lin, Fan Zhang, Qiang Zhang, Xinjun Tu and Yang Hu Part VII Watershed Modeling Spatial Characters of a Tropical River Basin, South-West Coast of India / Girish Gopinath, N. Ramisha, Ajith G. Nair and N. P. Jesiya Streamflow Estimation Using SWAT Model Over Seonath River Basin, Chhattisgarh, India / Sabyasachi Swain, Mani Kant Verma and M. K. Verma Revisiting the Soil Conservation Service Curve Number Method / S. K. Mishra, Vijay P. Singh and P. K. Singh Hydrological Impacts of Rejuvenating Degraded Hilly Watershed in Shivalik Region / A. K. Tiwari and V. K. Bhatt Modeling of a River Basin Using SWAT Model / B. Venkatesh, T. Chandramohan, B. K. Purandara, Mathew K. Jose and P. C. Nayak Performance of the Xinanjiang Model / A. Ahirwar, M. K. Jain and M. Perumal

Language: English

Keywords: Electronic books ; Konferenzschrift

DOI: 10.1007/978-981-10-5801-1

URL: Ebook (access only within the AWI network)

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Format: 1 online resource (432 pages)

Edition: First edition.

ISBN: 9781315271866 , 9781351986335

Content: chapter 1 Introduction: Religious Milieu in Contemporary Punjab -- chapter 2 Udasi, Seva Panthi and Nirmala Establishments: Mahants, Sants and Babas – Setting Pluralism in Sikh Faith -- chapter 3 Proliferation of Udasi, Seva Panthi and Nirmala Establishments in the Twentieth Century: Continuity of the Pluralism in Sikh Faith -- chapter 4 Nirankari, Namdhari, Neeldhari and Nanaksari Establishments: Enriching Pluralism in Sikh Faith -- chapter 5 Sants and Babas: Moving towards Khalsa Identity, Panthic Seva and Politics -- chapter 6 Conclusion.

Additional Edition: ISBN 9781138280649

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9781138280649

Language: English

Keywords: Electronic books

DOI: 10.4324/9781315271866

URL: lizenzpflichtig

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Format: 1 online resource (xxvi, 390 pages)

ISBN: 9781315102931 , 9781351593557

Additional Edition: ISBN 9781138036437

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9781138036437

Language: English

Keywords: Electronic books

DOI: 10.4324/9781315102931

URL: lizenzpflichtig

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Format: 1 online resource (258 pages) , 56 illustrations, text file, PDF.

Edition: First edition.

ISBN: 9780429447631

Series Statement: Critical Political Economy of South Asia

Note: Includes bibliographical references and index

Additional Edition: ISBN 9781138559714

Additional Edition: ISBN 1138559717

Additional Edition: Erscheint auch als Druck-Ausgabe Singh, Jatinder Global players and the Indian car industry New Delhi : Routledge India, 2018 ISBN 9781138559714

Language: English

Keywords: Electronic books

DOI: 10.4324/9780429447631

URL: lizenzpflichtig

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Format: 1 online resource (206 pages) , 2 illustrations, text file, PDF

Edition: First edition.

ISBN: 9780429020032

Note: Includes bibliographical references and index

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9780415703796

Language: English

Keywords: Electronic books

URL: lizenzpflichtig

UID:

Format: 1 online resource (206 pages) , 26 illustrations, text file, PDF

Edition: First edition.

ISBN: 9781351117708

Content: Introduction: Why the Constitution needs defending today -- Constitutional critiques : the reemergence of Jeffersonian constitutional angst -- The preamble, then and now : a more perfect union -- Governing institutions -- Amendments and interpretation -- Conclusion: Cults, crises, conventions and crossroads.

Note: Includes bibliographical references and index

Additional Edition: ISBN 9780815360735

Additional Edition: ISBN 9780815360742

Additional Edition: ISBN 0815360738

Additional Edition: ISBN 0815360746

Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9780815360735

Language: English

Keywords: Electronic books

DOI: 10.4324/9781351117708

URL: lizenzpflichtig