https://github.com/en10/bostonhousing
Boston Housing Dataset Example
https://github.com/en10/bostonhousing
boston-housing-dataset boston-housing-price-prediction matplotlib numpy pandas pandas-dataframe python python3 sklearn
Last synced: 29 days ago
JSON representation
Boston Housing Dataset Example
- Host: GitHub
- URL: https://github.com/en10/bostonhousing
- Owner: EN10
- License: mit
- Created: 2022-10-28T15:47:12.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-07-30T17:20:37.000Z (over 1 year ago)
- Last Synced: 2025-02-01T09:43:54.117Z (3 months ago)
- Topics: boston-housing-dataset, boston-housing-price-prediction, matplotlib, numpy, pandas, pandas-dataframe, python, python3, sklearn
- Language: Jupyter Notebook
- Homepage:
- Size: 615 KB
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Boston Housing Dataset Example
* [Simple Neural Network](https://github.com/eniompw/SimpleNeuralNet)
* [Review the Dataset](https://github.com/eniompw/BostonHousing/blob/main/Boston_Dataset_Analysis.ipynb)
* [Regression from Scratch](https://github.com/eniompw/BostonHousing/blob/main/Regression_from_Scratch.ipynb)
* [Regression with PyTorch](https://github.com/eniompw/BostonHousing/blob/main/PyTorch_Regression.ipynb)
### Key Libraries
* sklearn.datasets boston
* `!pip install scikit-learn==1.1.3`
* pandas DataFrame
* matplotlib histogram & scatter
* sklearn LinearRegression
### Reference
* [Boston Housing Dataset](https://www.cs.toronto.edu/~delve/data/boston/bostonDetail.html)
* [SKLearn Tutorial Reference](https://amitg0161.medium.com/sklearn-linear-regression-tutorial-with-boston-house-dataset-cde74afd460a)
* [Linear Regression Example](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab06_Sklearn_Normal_Soln.ipynb)