Project for "Introduction to Machine Learning and Data Mining" at HUST.
Make sure you have python3 and nodejs installed on your computer. Recommended to install on Ubuntu.
To get a local copy up and running follow these simple steps.
This is an example of how to list things you need to use the software and how to install them.
-
Preprocessed Data
Download at: https://drive.google.com/drive/folders/1iX4VklC9gxY6DbFEcaKvuZAgx9mvntXo?usp=sharing
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Raw Data
Download at: https://github.com/duyvuleo/VNTC
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Model And Text Embedding
Download at: https://drive.google.com/file/d/17CeL37I9ldj4y445EHRFQuwRSf34oQb8/view?usp=sharing
Include: svm model, naive bayes model, neural-net model, tfidf vector, svd vector
- Clone the repo
git clone https://github.com/EdwardNgo/MLDM- Install python packages
pip install -r requirements.txt- Install frontend packages
cd react-complete-guide
npm install- If you dont want train model yourself run script in ipynb file: MLDM.ipynb, TextClassification.ipynb
Link colab for train notebook:
https://colab.research.google.com/drive/1-LHQdwu69mvCKsP6pQFHi9EMuwiBPcGg?usp=sharing, https://colab.research.google.com/drive/1ELORh6xi9rbZmpDXHxTo6NOhKtI0kuaM?usp=sharing
- If you download my model
python app.py
cd react-complete-guide && npm run start