[important notes on data analysis and mining 2]

Article directory Software to install - Anaconda Detailed installation steps and methods of Anaconda Anaconda quick download address Choose your version That's it Detailed installation steps of Anacon ...

Posted on Thu, 20 Feb 2020 05:33:04 -0500 by FireyIce01

DataWhale team learning punch

Preface Record the second time of punch in team learning of "manual learning deep learning" Daily attendance Linear regression code implementation (based on Python) Theoretical review Part of linear regression theory can be referred to Last blog Realization of linear regression model f ...

Posted on Tue, 18 Feb 2020 07:18:55 -0500 by gotry

PYTHON basic knowledge learning notes

Catalog Object persistence flat file pickle Serialize to string Serialize to file shelve String nature Summary Character encoding Encoding and decoding of byte and text Type conversion BOM processing Object persistence Object persistence: to permanently store the data results or state curr ...

Posted on Sun, 16 Feb 2020 05:58:18 -0500 by Leadwing

[hands on deep learning note] day02 "fashion MNIST data set & two methods of softmax implementation

softmax regression 1, Get fashion MNIST training set and read data Here we will use the torch vision package, which serves the PyTorch deep learning framework and is mainly used to build the computer vision model.-Torch vision is mainly composed of the following parts: torchvision.datasets: some fu ...

Posted on Fri, 14 Feb 2020 10:55:13 -0500 by tjhilder

Datawhale "hands on deep learning"

Hands on deep learning Day 1 linear regression Softmax and classification model Multilayer perceptron Basic knowledge code implementation Day2 Text preprocessing General steps Code example Language model brief introduction n meta syntax Language model data set Read data set Build character i ...

Posted on Fri, 14 Feb 2020 10:03:29 -0500 by webguy262

Hands on deep learning: linear regression

linear regression The main contents include: Basic elements of linear regression The realization of linear regression model from zero Simple implementation of linear regression model using pytorch Basic elements of linear regression Model For the sake of simplicity, here we assume that the price ...

Posted on Fri, 14 Feb 2020 09:08:06 -0500 by WDPEjoe

L1 Linear Regression

linear regression The main content includes: Basic elements of linear regression Zero-based implementation of linear regression models Simple implementation of linear regression model using pytorch Basic elements of linear regression Model For simplicity, here we assume that the price depends on ...

Posted on Thu, 13 Feb 2020 23:40:06 -0500 by oneski

Hands on deep learning: task01

task01 linear model, softmax and classification model, multi-layer perceptron 1, Realization of linear regression model from zero 0. Preparations #Import visual packages and base packages %matplotlib inline import torch from IPython import display from matplotlib import pyplot as plt import numpy as ...

Posted on Thu, 13 Feb 2020 13:48:20 -0500 by kawai84

Machine learning learning record [continuous update] - TensorfFlow linear regression

TensorfFlow linear regression The steps of constructing a linear model with TensorFlow Import necessary Libraries Load the dataset and check the data Building model Step 1: define features and configure feature columns Step 2: define goals Step 3: configure LinearRegressor Step 4: define the input ...

Posted on Wed, 12 Feb 2020 03:00:12 -0500 by jhuedder

Hands on deep learning task 1

linear regression The main contents include: Basic elements of linear regression Realization of linear regression model from zero Simple implementation of linear regression model using pytorch 1. Basic elements of linear regression Model For the sake of simplicity, here we assume that the price only ...

Posted on Tue, 11 Feb 2020 09:12:30 -0500 by gibs