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02 introduction to deep learning What is the field of perception: the stage at which people can quickly perceive and process (English to Chinese). Deep learning, computer vision and natural language processing are the three largest contents in the field of AI. Application of deep learning Image classification (IMAGENET), at present, the erro ...

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Introduction: The image classification problem of FAMNIST data collection consisting of five kinds of animals and five kinds of fruits was tested. This paper mainly focuses on the preparation of the previous database and the construction of the network. Detailed testing of the network can be found in Identification tests for ten species of anim ...

preface I've been reading Dr. Li Hang's "statistical learning methods" recently. I'll make a small record here and write down my understanding. I welcome your criticism and correction. text Intuitive understanding of perceptron Perceptron should be the simplest algorithm among machine learning algorithms. Its principle can be seen i ...

Category: General contents of TensorFlow2 function in simple terms Function: padded_batch(batch_size, padded_shapes=None, padding_values=None, drop_remainder=False,name=None) This function can merge the continuous elements of the dataset into the padded batch. Merge multiple consecutive elements of the input dataset into a single element. ...

The file format used in the interface test of pytest - yaml, and the corresponding Python Library - PyYaml, are familiar. It can be used as the configuration file or use case file of your automated test framework. yaml is a lighter file format than xml and json. It is also simpler and more powerful. It can represent the structure through inden ...

Original link: http://tecdat.cn/?p=2687Original source: Tuo end data tribal official accountWhat is MCMC and when to use it?MCMC is just an algorithm for sampling from distribution.This is just one of many algorithms. This term stands for "Markov chain Monte Carlo" because it is a "Monte Carlo" (i.e. random) method using &qu ...

Preparation stage Step 1: create a Notebook model task step1: enter the BML home page and click use now 🔗: https://ai.baidu.com/bml/ Step 2: click the Notebook to create a "general task" step3: fill in task information Step 2: download the task operation template Download link: https://aistudio.baidu.com/aistudio/datas ...

1, Function is the most used object in python.Simple rules for function definition:1. Defined in def, followed by function name, parameter and colon. Format:2. The internal code block of the function needs to be indented3. Use return to return the function value. The default return value is NoneFormat:def function name (parameter):Code blockret ...

Introduction: ※ identify MNIST program by testing this minimalist Paddle on the network, that is, use a very simple linear regression network, and preliminarily get familiar with the network architecture under Paddle. An example is also given in the tensor conversion program from numpy to Paddle. Keywords: AI Studio, paddy, MNIST   ...