《Python深度学习》(Deep Learning from Scratch),由日本O'Reilly出版社出版。该书作者斋藤康毅(Yasuhiko Saito)是一名日本知名的IT技术作家和科技评论员,曾在多家IT媒体担任专栏作家和编辑。 该书分为两部分 第一部分 介绍深度学习的基础理论和算法,包括神经网络、梯度下降、卷积神经网络等 第二部分 介绍深度学习的...
Python複製 # get explanation for the first data point in the test setlocal_explanation = explainer.explain_local(x_test[0:5])# sorted feature importance values and feature namessorted_local_importance_names = local_explanation.get_ranked_local_names() sorted_local_importance_values = local_ex...
At this stage, there should be no code remaining in the notebook that isn't in a function, other than import statements in the first cell. Add a statement that calls the main function. Python Copy main() After refactoring, experimentation/Diabetes Ridge Regression Training.ipynb should look...
Otherwise, the graph tracing will happen only when the returned function is first invoked. import ivy import jax ivy.set_backend("jax") # Simple JAX function to transpile def test_fn(x): return jax.numpy.sum(x) x1 = ivy.array([1., 2.]) # Arguments are available -> tracing happens...
This post is a follow-up post to my earlier postDeep Learning from first principles in Python, R and Octave-Part 1. In the first part, I implemented Logistic Regression, in vectorized Python,R and Octave, with a wannabe Neural Network (a Neural Network with no hidden layers). In this ...
PyCaret - An open-source, low-code machine learning library in Python that automates machine learning workflows. PyCUDA - Python interface to CUDA ROOT - A modular scientific software framework. It provides all the functionalities needed to deal with big data processing, statistical analysis, visual...
At this stage, there should be no code remaining in the notebook that isn't in a function, other than import statements in the first cell. Add a statement that calls the main function. Python Copy main() After refactoring, experimentation/Diabetes Ridge Regression Training.ipynb should look...
This book is not intended to be your first book on Python. But it can be your second book. We want to learn about Python programming so you can get something done. Perhaps you can use Python to answer some of the questions on Project Euler or Leetcode. Then, this book tells you ...
The first parameter being the file name, the second the mode which can be one of the following: To open a file and read its contents: To read one line at a time To read the lines in the file as an array of strings: You can also read x number of bytes at a time: ...
Because objects are the most fundamental notion in Python programming, we’ll start this chapter with a survey of Python’s built-in object types. By way of introduction, however, let’s first establish a clear picture of how this chapter fits into the overall Python picture. From a more ...