Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Adding Perceptron.py to Python\ML Algorithms #2367

Open
wants to merge 3 commits into
base: master
Choose a base branch
from
Open

Adding Perceptron.py to Python\ML Algorithms #2367

wants to merge 3 commits into from

Conversation

Mahos-H
Copy link

@Mahos-H Mahos-H commented Oct 18, 2024

Pull Request

What does this PR do?

  • Adds new Perceptron.py file to Python\ML Algorithms. This python file can be used to visualize how a simple perceptron works and how the weights update. (Considered vector of length 2 as input, binary output, sigmoid activation with backpropagation and Mean squared error loss)

@Mahos-H
Add files via upload
c430f89
@Mahos-H
Delete Python/ML Algorithms/Perceptron.py
7164ff2
@Mahos-H
Add files via upload
85109b5 
Referring to a single layer perceptron visualizer which takes a vector of length 2 as input and outputs 1 or 0 as output. Such data can be differentiated using this perceptron visualizer provided the data is linearly separable. Here, we use sigmoid activation function and mean squared error.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Reviewers
No reviews
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

Successfully merging this pull request may close these issues.
1 participant
@Mahos-H