https://github.com/sezaakgun/logistic-regression
My logistic regression model mostly from scratch
https://github.com/sezaakgun/logistic-regression
basic-python-syntax logistic-regression machine-learning python python3
Last synced: 3 months ago
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My logistic regression model mostly from scratch
- Host: GitHub
- URL: https://github.com/sezaakgun/logistic-regression
- Owner: sezaakgun
- Created: 2018-07-26T15:12:37.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2019-01-29T14:17:27.000Z (over 6 years ago)
- Last Synced: 2025-01-27T20:45:43.230Z (4 months ago)
- Topics: basic-python-syntax, logistic-regression, machine-learning, python, python3
- Language: Python
- Size: 31.3 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# logistic-regression
The main challenge is to predict rather a passenger would live or not.
# Prerequisies
python 3.6 or higher and pip.
### Setup
```sh
$ git clone https://github.com/sezaakgun/logistic-regression.git
$ cd logistic-regression
$ pip install pandas
$ pip install numpy
$ pip install sklearn
```
### How To Run
```sh
$ python logistic-regression.py
```
# References
- Data we have is downloaded from [kaggle](https://www.kaggle.com/c/titanic).
- I highly inspired form this [source](https://towardsdatascience.com/logistic-regression-detailed-overview-46c4da4303bc).
# License
This project is licensed under the MIT License - see the LICENSE.txt file for details.