## [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**