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Python for Artificial Intelligence AIPython contains runnable code for the book Artificial Intelligence, foundations of computational agents, 3rd Edition [Poole and Mackworth, 2023]. It has the following design goals: •Readability is more important than efficiency, although the asymptotic complexity is not compromised.
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Apr 28, 2021 · Books. Explainable AI with Python. Leonida Gianfagna, Antonio Di Cecco. Springer Nature, Apr 28, 2021 - Computers - 202 pages. This book provides a full presentation of the current concepts and available techniques to make “machine learning” systems more explainable. The approaches presented can be applied to almost all the current ...
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Beginning with examples of what Explainable AI (XAI) is and why it is needed in the field, the book details different approaches to XAI depending on specific context and need. Hands-on work on interpretable models with specific examples leveraging Python are then presented, showing how intrinsic interpretable models can be interpreted and how to produce “human understandable” explanations.
First, we take the weighted sum of the neuron's inputs: + weight 2 × input 2 + weight 3 × input3Next we normal. ze this, so the result is between 0 and 1. For this, we use a mathematically conven. 1. 1+e−x. The Sigmoid function looks like this when plotted: istic "S. 1 and 0.
Python for Artificial Intelligence 1.1 Why Python? We use Python because Python programs can be close to pseudo-code. It is designed for humans to read. Python is reasonably efficient. Efficiency is usually not a problem for small examples. If your Python code is not efficient enough, a general procedure
About this book. This book introduces the essentials of Python for the emerging fields of Machine Learning (ML) and Artificial Intelligence (AI). The authors explore the use of Python’s advanced module features and apply them in probability, statistical testing, signal processing, financial forecasting, and various other applications.
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This book introduces readers to various topics and examples of programming in Python, as well as key concepts in artificial intelligence. Python programming skills will be imparted as we go along. Concepts and code snippets will be covered in a step-by-step manner, to guide and instill confidence in beginners.
