Reference: author's Jupyter NotebookChapter 5 – Support Vector Machines
Support vector machine (SVM) is a powerful and comprehensive machine learning model, which can perform linear or nonlinear classification, regression, and even outlier detection tasks. It is one of the most popular models in machine learning. Anyone who is interested in mac ...
Posted on Sat, 28 Mar 2020 08:16:10 -0700 by accu
Data visualization Library: 1.matplotlib; 2. Seabrown (auxiliary library, more powerful, richer and better looking); 3.Axes3D1. guide pack
1 import numpy as np
2 import pandas as pd
4 import matplotlib.pyplot as plt
6 import seaborn as sns
8 #Remove the library of alarm prompt during execution
9 import warnings
10 warnings.f ...
Posted on Sun, 08 Mar 2020 06:57:31 -0700 by hasitha
Note: attached cases need to have pytorch Foundation
Why use visdom instead of matplotlib or tensorboardX?
1.visdom can directly accept the sensor of the torch without converting it to numpy array;2. Higher operation efficiency. Tensorbboard will write data to files, resulting in a large number of lis ...
Posted on Fri, 21 Feb 2020 23:21:59 -0800 by thewooleymammoth
# default_exp getdata
# The above line is used to declare the name of this module in nbdev. Must be the first row of the first Cell of the notebook.
Description: fight against new coronavirus (4) - acquire and save online data.
Function: get data, convert to list format, save to *. c s v file, for subsequent analysis and drawin ...
Posted on Mon, 10 Feb 2020 04:14:33 -0800 by paulb
Forward Neural Network
Experiment 1: Handwritten Number Classification
Grayscale images of handwritten numbers (28 pixels by 28 pixels) are classified into 10 categories (0 to 9) ...
Posted on Sat, 11 Jan 2020 17:12:02 -0800 by RCB
Recursive Neural Network
Experiment 1: Use of word embedding
Another popular and powerful way to associate vectors with words wraps more information in fewer dimensions.
Posted on Sat, 11 Jan 2020 17:03:20 -0800 by trampolinejoe
Kubeflow Series (1): Solve one-click installation of kubeflow based on Ali cloud mirror in China
In order to have a more intuitive and in-depth understanding of kubeflow, a simple introduction to the components of kubeflow, first from the machine learning task to see the implementation of kubeflow.
Machine Learning Task Engineering Implementati ...
Posted on Wed, 08 Jan 2020 18:34:39 -0800 by dpluth
conda env create -f enviroment.yml
>>> impoet mxnet
File "<stdin>", line 1
SyntaxError: invalid synta ...
Posted on Fri, 03 Jan 2020 22:02:11 -0800 by mrjameer
Error file not found during installation of jupyter:
➜ ~ pip3 install jupyter
Successfully built pandocfilters
Could not install packages due to an EnvironmentError: [Errno 2] No such file or directory: '/Library/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/.eq ...
Posted on Mon, 21 Oct 2019 11:17:12 -0700 by artfuldrone
Write the following recursive functions in a circular way:
What I wrote at the beginning is as follows:
Error message: typeerror: print() missing 1 requ ...
Posted on Mon, 21 Oct 2019 10:07:25 -0700 by shanksta13