TensorFlow neural network classification
catalogue Fashion MNIST dataset 1, Get Mnist dataset 2, Load dataset 3, Data normalization 4, Design neural network model 5, Model Compilation & & Training 5-1. Compilation 5-2. Training 6, Model evaluation 7, Model prediction 1, Classify all test sets 2. Get the result of a classification 3. DUTF-8...
Posted by bhoward3 on Sun, 03 Oct 2021 05:17:09 +0530
CRF conditional random field for Chinese text segmentation
1, Problem analysis 1. Brief introduction and comparison of CRF CRF word segmentation principle CRF regards word segmentation as a word position classification problem, and usually defines the word position information of words as follows: B is often used as the initial word In words, I is oftUTF-8...
Posted by The MA on Sun, 03 Oct 2021 06:04:39 +0530
[hands on deep learning] Yolov5 environment configuration tutorial
Yolov5 environment configuration tutorial @ powered by Doctor-James This article records my zero configuration yolov5 environment as an environment configuration tutorial. 1. Anaconda installation Python？Anaconda？ Install anaconda, you don't need to install python alone anaconda is a python dUTF-8...
Posted by isurgeon on Mon, 04 Oct 2021 09:03:53 +0530
Just six steps! Take you to learn the simple cyclic neural network in Keras
Content introduction This article is designed for anyone who wants to understand the working principle of recurrent neural networks (RNNs) and how to use them through Keras deep learning library. Although all the methods needed to solve problems and build applications are provided by the KerasUTF-8...
Posted by sanchez77 on Tue, 05 Oct 2021 01:11:35 +0530
Deep learning: the process of convolution layer
For the pytorch framework, three convolution methods are given: Conv1d,Conv2d,Conv3d In this paper, the first two convolution methods are explored, and the third one is analogized 0. Basic convolution mode understanding Assuming that blue is the convoluted matrix and orange is the convolution kUTF-8...
Posted by Zyx on Tue, 05 Oct 2021 23:14:42 +0530
Semantic similarity model SBERT -- a beautiful example of twinning network
Thesis address: https://arxiv.org/abs/1908.10084 Chinese translation of the thesis: https://www.cnblogs.com/gczr/p/12874409.html Source code download: https://github.com/UKPLab/sentence-transformers Related websites: https://www.sbert.net/ "Chinese translation of papers" is quite clear, so thisUTF-8...
Posted by HFD on Wed, 06 Oct 2021 02:33:32 +0530
Seq2Seq model PyTorch version
Introduction to Seq2Seq model and detailed explanation of pytoch version code 1, Overview of Seq2Seq model Seq2Seq is a variant of cyclic neural network. It is an end-to-end model, including Encoder and Decoder. It is an important model in nlp tasks. It is widely used in translation, automatic UTF-8...
Posted by mccormr7 on Thu, 07 Oct 2021 06:57:49 +0530
XGBoost Loss Functions
XGBoost is a powerful and popular implementation of gradient lifting integration algorithm. An important aspect of configuring the XGBoost model is to select the loss function that is minimized during model training. The loss function must match the prediction modeling problem type. In the sameUTF-8...
Posted by mistjulia on Thu, 07 Oct 2021 08:55:33 +0530
AI Studio uses the pytorch framework permanently
(valid for personal test) Log in to Baidu AI Studio to create a project website: Baidu AI Studio step 1. Select the Notebook type, and then next 2. AI Studio classic edition I selected; PaddlePaddle choose version 2, click next. 3. Project name, label and description shall be set according to rUTF-8...
Posted by varasurf on Sun, 10 Oct 2021 00:32:40 +0530
[source code analysis] PyTorch pipeline parallel implementation -- Parallel Computing
[source code analysis] PyTorch pipelined parallel implementation (6) – parallel computing 0x00 summary In the previous articles, we introduced the basic knowledge of PyTorch pipelined parallelism, automatic balancing mechanism and data segmentation. In this paper, we combine the contents of thiUTF-8...
Posted by theperfectdrug on Sun, 10 Oct 2021 04:58:54 +0530