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Hands-on tutorial of deep learning (Keras)
Summary
# Fundamentals of deep learning
--- selection of activation function
--- selection of loss function
--- selection of optimizer
--- effect of learning rate
# How to prevent overfitting
--- Regularization
--- Dropout
--- Early stopping
--- Batch Normalization
Texas Transportation Researcher Vol. 51, No. 3 - 2015
TTI and TxDOT: Teaming for Texas
Link to this issue: http://tti.tamu.edu/2015/09/01/tti-and-txdot-teaming-for-texas/
Eyder chimay
El documento describe los diferentes tipos de pruebas de software, incluyendo pruebas estáticas, dinámicas, de compatibilidad, regresión, integración, funcionales, caja negra y blanca. Explica que las pruebas son actividades esenciales en el desarrollo de software para verificar su correcto funcionamiento en diferentes plataformas y luego de cambios.
Saturation of ions in channels and solutions a Fermi-Poisson treatment 11-23-...
Ions in water, and in and near channels, proteins, nucleic acids, and electrodes are difficult to analyze, because everything interacts with everything else through the electric field and through the steric exclusion of ions and water. Ions and water have their own space and cannot overlap significantly. Excluded volume has almost always been treated by enforcing force laws that prevent overlap. Such treatments are difficult to compute because of the singularity of the forces and the need for three dimensions. Here we take a different approach and enforce a Fermi like distribution of the entropy of mixtures of spheres of any size, derived by J.-L. Liu. We show that this approach fits the complex properties of calcium channels, and the properties of gramicdin channels, computed from their full three dimensional structure. Using the simplest shell treatment of hydration, we successfully compute the activity (free energy per mole) curves of pure calcium and sodium chloride solutions. The Fermi-Poisson approach uses the full consistency of its mathematics to replace the computation of repulsive forces. It may prove to be good enough to detail with experimental data in three dimensions difficult to deal with accurately in any other way.
A Few Shocking Facts About Productivity at Work
Did you know that 89% of people waste over 2.5 hours per week or that 1 single interruption can cause a loss in 25 minutes of good thinking time? A few interesting facts about how much time we actually spend at work that's not productive. You may be surprised at how much time we actually waste. Little tweaks based on small facts like these can have a huge impact.
Recommended
Hands-on tutorial of deep learning (Keras)
Summary
# Fundamentals of deep learning
--- selection of activation function
--- selection of loss function
--- selection of optimizer
--- effect of learning rate
# How to prevent overfitting
--- Regularization
--- Dropout
--- Early stopping
--- Batch Normalization
Texas Transportation Researcher Vol. 51, No. 3 - 2015
TTI and TxDOT: Teaming for Texas
Link to this issue: http://tti.tamu.edu/2015/09/01/tti-and-txdot-teaming-for-texas/
Eyder chimay
El documento describe los diferentes tipos de pruebas de software, incluyendo pruebas estáticas, dinámicas, de compatibilidad, regresión, integración, funcionales, caja negra y blanca. Explica que las pruebas son actividades esenciales en el desarrollo de software para verificar su correcto funcionamiento en diferentes plataformas y luego de cambios.
Saturation of ions in channels and solutions a Fermi-Poisson treatment 11-23-...
Ions in water, and in and near channels, proteins, nucleic acids, and electrodes are difficult to analyze, because everything interacts with everything else through the electric field and through the steric exclusion of ions and water. Ions and water have their own space and cannot overlap significantly. Excluded volume has almost always been treated by enforcing force laws that prevent overlap. Such treatments are difficult to compute because of the singularity of the forces and the need for three dimensions. Here we take a different approach and enforce a Fermi like distribution of the entropy of mixtures of spheres of any size, derived by J.-L. Liu. We show that this approach fits the complex properties of calcium channels, and the properties of gramicdin channels, computed from their full three dimensional structure. Using the simplest shell treatment of hydration, we successfully compute the activity (free energy per mole) curves of pure calcium and sodium chloride solutions. The Fermi-Poisson approach uses the full consistency of its mathematics to replace the computation of repulsive forces. It may prove to be good enough to detail with experimental data in three dimensions difficult to deal with accurately in any other way.
A Few Shocking Facts About Productivity at Work
Did you know that 89% of people waste over 2.5 hours per week or that 1 single interruption can cause a loss in 25 minutes of good thinking time? A few interesting facts about how much time we actually spend at work that's not productive. You may be surprised at how much time we actually waste. Little tweaks based on small facts like these can have a huge impact.
my CV PDF
Tariq Fayez Hassan is a civil engineer from Egypt with over 5 years of experience in engineering design, quantity surveying, cost analysis and project supervision. He is currently working for Saudi Bin ladin Group on the expansion of the Prophet's Mosque. Tariq has a BSC in Civil Engineering and is proficient in AutoCAD, SAP2000 and Microsoft Office. He is a self-motivated team player seeking a position with a forward-thinking company.
Protocolo derivación y atb urología
Este documento proporciona guías sobre derivaciones y tratamientos antibióticos para varias condiciones urológicas. Recomienda derivaciones a urología para casos agudos o graves como pielonefritis aguda complicada, abscesos, heridas genitourinarias graves o torsión testicular. Para condiciones como hematuria, RAO o cólico renoureteral complicado recomienda ingreso, mientras que para casos no complicados recomienda seguimiento en atención primaria o especializada. Finalmente, detalla protocolos de trat
Revisión vmni
Este documento describe la ventilación mecánica no invasiva (VMNI) y sus aplicaciones. En 3 oraciones: La VMNI utiliza presión positiva para mejorar la ventilación y oxigenación sin necesidad de intubación. Se usa en insuficiencia respiratoria aguda y crónica, y puede aplicarse mediante máscaras nasales o faciales conectadas a un ventilador. El documento explica los parámetros de configuración, indicaciones, contraindicaciones y complicaciones potenciales de la VMNI.
Caso clinico cor pulmonale
Este documento presenta el caso clínico de una paciente de 66 años que acude a consulta por tos, disnea y dolor torácico. En el examen físico se observan estertores pulmonares, hepatomegalia y cianosis. Los antecedentes familiares incluyen cáncer en el padre, hermana y hermano. Los exámenes muestran signos de infección pulmonar. El diagnóstico presuntivo es neumonía.
How to Use Jing- Elizabeth Cabilan - Virtual Superstar.m4v
The document provides step-by-step instructions for installing and using the screen recording software Jing. It explains how to download and install Jing from the program's website, create an account, and take screen captures or recordings. Once installed, the user can select an on-screen area to capture as an image or video, add annotations, and save or copy the file. The tutorial aims to demonstrate the basic functions for making screen captures with Jing.
Importance of postharvest
This document summarizes developments in postharvest horticulture from 1978 to 2003. It discusses advances in postharvest biology research related to ethylene biosynthesis and fruit ripening. It also outlines improvements in postharvest technology, including nondestructive quality evaluation methods, optimal storage conditions, precision temperature management, modified atmosphere packaging, and controlled atmosphere storage and transport. The document emphasizes that maintaining the cold chain throughout handling and providing optimal temperature and humidity are most important for quality and safety.
Plastics pollution
plastic pollution , MBA , 2nd semester , mg university, environment management, Fisat , animals , plants , birds, oceans,
ocean pollution, land pollution due to plastic etc....
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my CV PDF
Tariq Fayez Hassan is a civil engineer from Egypt with over 5 years of experience in engineering design, quantity surveying, cost analysis and project supervision. He is currently working for Saudi Bin ladin Group on the expansion of the Prophet's Mosque. Tariq has a BSC in Civil Engineering and is proficient in AutoCAD, SAP2000 and Microsoft Office. He is a self-motivated team player seeking a position with a forward-thinking company.
Protocolo derivación y atb urología
Este documento proporciona guías sobre derivaciones y tratamientos antibióticos para varias condiciones urológicas. Recomienda derivaciones a urología para casos agudos o graves como pielonefritis aguda complicada, abscesos, heridas genitourinarias graves o torsión testicular. Para condiciones como hematuria, RAO o cólico renoureteral complicado recomienda ingreso, mientras que para casos no complicados recomienda seguimiento en atención primaria o especializada. Finalmente, detalla protocolos de trat
Revisión vmni
Este documento describe la ventilación mecánica no invasiva (VMNI) y sus aplicaciones. En 3 oraciones: La VMNI utiliza presión positiva para mejorar la ventilación y oxigenación sin necesidad de intubación. Se usa en insuficiencia respiratoria aguda y crónica, y puede aplicarse mediante máscaras nasales o faciales conectadas a un ventilador. El documento explica los parámetros de configuración, indicaciones, contraindicaciones y complicaciones potenciales de la VMNI.
Caso clinico cor pulmonale
Este documento presenta el caso clínico de una paciente de 66 años que acude a consulta por tos, disnea y dolor torácico. En el examen físico se observan estertores pulmonares, hepatomegalia y cianosis. Los antecedentes familiares incluyen cáncer en el padre, hermana y hermano. Los exámenes muestran signos de infección pulmonar. El diagnóstico presuntivo es neumonía.
How to Use Jing- Elizabeth Cabilan - Virtual Superstar.m4v
The document provides step-by-step instructions for installing and using the screen recording software Jing. It explains how to download and install Jing from the program's website, create an account, and take screen captures or recordings. Once installed, the user can select an on-screen area to capture as an image or video, add annotations, and save or copy the file. The tutorial aims to demonstrate the basic functions for making screen captures with Jing.
Importance of postharvest
This document summarizes developments in postharvest horticulture from 1978 to 2003. It discusses advances in postharvest biology research related to ethylene biosynthesis and fruit ripening. It also outlines improvements in postharvest technology, including nondestructive quality evaluation methods, optimal storage conditions, precision temperature management, modified atmosphere packaging, and controlled atmosphere storage and transport. The document emphasizes that maintaining the cold chain throughout handling and providing optimal temperature and humidity are most important for quality and safety.
Plastics pollution
plastic pollution , MBA , 2nd semester , mg university, environment management, Fisat , animals , plants , birds, oceans,
ocean pollution, land pollution due to plastic etc....
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