Use Keras, Redis, Flask and Apache for in-depth learning in the production environment
Today we demonstrate how to use Keras, Redis, Flask, and Apache for in-depth learning in a production environment Project structure ├── helpers.py ├── jemma.png ├── keras_rest_api_app.wsgi ├── run_model_server.py ├── run_web_server.py ├── settings.py ├── simple_request.py └── stress_test.py DocUTF-8...
Posted by benwilhelm on Thu, 04 Nov 2021 21:05:07 +0530
R language uses logistic regression, decision tree and random forest to classify and predict credit data sets
Original link: http://tecdat.cn/?p=17950 Original source: Tuo end data tribal official accountIn this paper, we use logistic regression, decision tree and random forest model to classify and predict credit data sets, and compare their performance. The dataset iscredit=read.csv("german_credit.csUTF-8...
Posted by RJDavison on Thu, 04 Nov 2021 21:31:41 +0530
Introduction to pytoch and visual competition 1
Principle and application of pytoch full connection layer reference material: PyTorch quick start tutorial II (linear regression and logistic regression) Pytoch fully connected network Implementation of full connection layer by matrix multiplication Method 1: matrix multiplication x = torch.araUTF-8...
Posted by LawsLoop on Thu, 04 Nov 2021 21:58:28 +0530
Text classification methods in deep learning summarize related codes and tune trick
backgroundThis paper mainly introduces the method model of text classification in deep learning and how to optimize trick1. FastTextFasttext is a convenient tool introduced by Facebook that includes two functions: text classification and word vector training.Fasttext's classification is simple:UTF-8...
Posted by Norsk.Firefox on Fri, 05 Nov 2021 22:36:17 +0530
Attention mechanism
After reading the attention mechanism explained by Mu Shen, he was enlightened. However, I am a novice with limited understanding. It is inevitable that my understanding is not in place. Please criticize and correct me. 1. Concept The attention mechanism is similar to people's observation. WhenUTF-8...
Posted by @sh on Sat, 06 Nov 2021 19:00:17 +0530
Deep learning PyTorch notes: creating Tensor
This is the study note of "dive into DL PyTorch" (PyTorch version). There are some codes in it that I developed myself 1. Tensor preparatory knowledge 1.1 creating Tensor Tensor, or tensor, is more suitable for deep learning and can be regarded as a multi-dimensional array. Scalar: 0-dimensionUTF-8...
Posted by getDizzle on Mon, 08 Nov 2021 18:57:51 +0530
Introduction to pytoch and visual competition 2
Introduction to pytoch and visual competition 2 PyTorch convolution principle and Application reference material: How to understand the cavity convolution- Tan Xu's answer - Zhihu How to understand the cavity convolution- Liu Shikun's answer - Zhihu Pytoch's convolution Convolution size calculaUTF-8...
Posted by root on Mon, 08 Nov 2021 19:27:41 +0530
Neural networks and deep learning Class 12: Artificial Neural Networks
catalogue 12.1 small batch gradient descent method 1. Batch gradient descent method 2. Random gradient descent 3. Small batch gradient decline 4. Contour map of three algorithms 12.2 optimization of gradient descent method 1. Selection of samples 2. Batch number 3. Learning rate 4. Gradient 12.UTF-8...
Posted by magicmoose on Tue, 09 Nov 2021 01:09:33 +0530
[Neural Network and Deep Learning-TensorFlow Practice]-MOOC Course (TensorFlow Foundation)
8 TensorFlow Foundation 8.1 TensorFlow2.0 Feature Google official definition: An end-to-end open source machine learning platform (an end-to-end open source machine learning platform)end-to-end: end-to-end is a problem-solving idea that inputs raw data and gets the output directlyopen source: UTF-8...
Posted by vang on Tue, 09 Nov 2021 02:16:07 +0530
Zero basics pytoch #3 | implementing Softmax multi classification with pytoch
Zero basics pytoch #3 | implementing Softmax multi classification with pytoch Ⅰ. Note target This blog post takes notes on learning the specific practice of pytoch. It is suitable for friends who have a certain theoretical basis for machine learning and in-depth learning but have weak practicalUTF-8...
Posted by mdell on Tue, 08 Mar 2022 11:51:19 +0530