https://github.com/imdeepmind/gender-by-just-firstname
A Neural Network approach to predict gender just by FirstName.
https://github.com/imdeepmind/gender-by-just-firstname
deep-learning gender-classification gender-classification-just-by-name keras machine-learning neural-network nlp numpy pandas python3
Last synced: 4 months ago
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A Neural Network approach to predict gender just by FirstName.
- Host: GitHub
- URL: https://github.com/imdeepmind/gender-by-just-firstname
- Owner: imdeepmind
- Created: 2019-04-03T18:49:24.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-04-06T13:16:14.000Z (over 6 years ago)
- Last Synced: 2025-06-25T08:05:24.467Z (4 months ago)
- Topics: deep-learning, gender-classification, gender-classification-just-by-name, keras, machine-learning, neural-network, nlp, numpy, pandas, python3
- Language: Python
- Homepage:
- Size: 686 KB
- Stars: 2
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Gender by FirstName
A Neural Network approach to predict gender just by FirstName.
## File Structure
1. `process_data.py` file contains code for basic data filtaration.
2. `utils.py` file contains some utility code
3. `data_preprocessing.py` file contains code for preprocessing
4. `model.py` file contains code for the main model
5. `predict.py` file contains code for predicting gender
This project is created using Keras, Numpy, Pandas.
To download the dataset, please visit [this](https://data.world/howarder/gender-by-name) link.