“…In addition, you will gain actionable insights into such topic areas as deep Q-networks, policy gradient methods, continuous control problems, and highly scalable, non-gradient methods. …”

“…Furthermore, you'll study the policy gradient methods, TRPO, and PPO, to improve performance and stability, before moving on to the DDPG and TD3 deterministic algorithms. …”

“…You'll also learn how to use Deep Q-Networks to complete Atari games, along with how to effectively implement policy gradients. Finally, you'll discover how RL techniques are applied to Blackjack, Gridworld environments, internet advertising, and the Flappy Bird game. …”

“…In addition to learning the essential elements of the Photoshop interface, this revised edition for the 2020 release covers features like the new Object Selection tool, saving Cloud Documents for easy access from Photoshop on other devices such as the Apple iPad, removing objects with upgraded Content-Aware Fill, applying styles and objects such as gradients and shapes, instantly using redesigned Presets panels, and much more! …”

“…The main point of the problem is the computation of the gradient of the gravitational potential in the earth-fixed system and the subsequent transformation into the celestial system. …”

“…Among the new CS6 features covered in this extensively updated guide are: Field Blur, Iris Blur and Tilt-Shift filters; Properties panel; Exporting and Importing presets; Content-Aware Move tool and Content-Aware option for the Patch tool; Timeline panel for video editing; Photographic Toning libraries for Gradient Map adjustments; and Open Type options. Improved CS6 features covered: Crop tool options and features, Adjustment Brush tool in Camera Raw, and Vector masks. …”

“…He also provides a comprehensive introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning-major trends, possible developments, and significant challenges…”

“…Recently, new techniques have emerged for differentially private training of ML models, including deep neural networks (DNNs), that used modified stochastic gradient descent to provide strong privacy guarantees for training data. …”

“…Prerequisites: Understanding of gradient descent Programming experience (understanding of how to code in Python) Materials or downloads needed: Python TensorFlow (recommend latest version, code written and tested on v. 0.11)…”

“…John covers some of the more popular CSS3 features such as colours and backgrounds, gradients, borders and text effects. The video tutorial continues on to cover HTML5 canvas functions, more CSS3 techniques, Geolocation, and finally, HTML5 for Mobile Apps. …”

“…These are, for example, near critical thermodynamic conditions, processes at very low temperatures, under the influence of strong electric fields, or in situations with extreme gradients of boundary conditions. The fundamental understanding is a prerequisite for the prediction and optimisation of engineering systems with droplets and sprays, as well as for the prediction of droplet-related phenomena in nature. …”

“…Alle wichtigen Methoden und Algorithmen praxisnah erläutert mit Codebeispielen in Python Selbstständig lernende Agenten programmieren für die Steuerung von Robotern, NLP in interaktiven Spielen, Chatbots und mehr Deep Q-Networks, Wertiteration, Policy Gradients, Trust Region Policy Optimization (TRPO), genetische Algorithmen, moderne Explorationsverfahren u.v.m. …”

“…Delve into multi-dimensional second derivative tests, gradient descent in one and multiple dimensions, and Newton's method, including practical exercises in Newton's Method for least squares. …”

“…What's Inside Bagging, boosting, and gradient boosting Methods for classification, regression, and retrieval Interpretability and explainability for ensemble methods Feature engineering and ensemble diversity About the Reader For Python programmers with machine learning experience. …”

“…What's Inside Bagging, boosting, and gradient boosting Methods for classification, regression, and retrieval Interpretability and explainability for ensemble methods Feature engineering and ensemble diversity About the Reader For Python programmers with machine learning experience. …”

“…Il traite de tous les aspects de l'optimisation de formes, paramétrique, géométrique et topologique, et fait une large place aux algorithmes numériques, méthodes de gradient et méthodes stochastiques (avec une contribution originale de Marc Schoenauer pour ce dernier point). …”

“…With a focus on working in NetBeans IDE, Quick Start Guide to JavaFX explains how to use JavaFX layouts, draw shapes, use coloring and gradient tools, load images, apply effects and transformations, include animation, and embed media. …”

“…Along the way, the video covers Illustrator fundamentals such as selecting objects, creating shapes, applying gradients, using layers, tracing images, and applying Live Paint. …”

“…. • Retouching your images, including cloning, healing, lens correction, and using the Gradient and Adjustment Brush tools. • Exporting your images to Photoshop to take advantage of layers, layer masks, filters and other specialized adjustments. …”