https://github.com/jhonsnow456/ml-algorithms
An ongoing repository that contains machine Learning models on various topics which do precise analysis and verification over the given dataset for each model done through data visualization techniques.
https://github.com/jhonsnow456/ml-algorithms
data-science practise python visualization
Last synced: 9 months ago
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An ongoing repository that contains machine Learning models on various topics which do precise analysis and verification over the given dataset for each model done through data visualization techniques.
- Host: GitHub
- URL: https://github.com/jhonsnow456/ml-algorithms
- Owner: jhonsnow456
- Created: 2021-10-06T06:33:00.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2023-04-29T04:48:05.000Z (over 2 years ago)
- Last Synced: 2023-04-29T08:37:54.157Z (over 2 years ago)
- Topics: data-science, practise, python, visualization
- Language: Jupyter Notebook
- Homepage:
- Size: 50.7 MB
- Stars: 2
- Watchers: 2
- Forks: 5
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# ML-Algorithms
Welcome to the ML-Algorithms repository! This repository contains implementations of various machine learning algorithms using Python. The purpose of this repository is to provide an accessible resource for individuals who are interested in learning about and experimenting with machine learning algorithms.
## Contents
The repository contains the following machine learning algorithms:
- Linear Regression
- Logistic Regression
- Decision Tree
- Random Forest
- K-Means Clustering
- Principal Component Analysis
- Support Vector Machine
- Neural Networks
Each algorithm has its own Python script and is accompanied by a Jupyter Notebook that demonstrates its usage.
## Getting Started
To use this repository, you should have Python 3 installed on your machine. You will also need to install the following packages:
- numpy
- pandas
- matplotlib
- scikit-learn
Once you have installed these packages, you can clone this repository to your local machine using the following command:
```
git clone https://github.com/jhonsnow456/ML-Algorithms.git
```
## Usage
To use the algorithms in this repository, simply navigate to the directory containing the algorithm you wish to use and run the Python script. You can also run the Jupyter Notebook for each algorithm to see an example of how it can be used.
## Contributing
If you would like to contribute to this repository, please fork the repository and submit a pull request with your changes. We welcome contributions from all individuals and are happy to review any pull requests.
## License
This repository is licensed under the MIT license. Please see the `LICENSE` file for more information.