• Zemberek
• JPype
• GridSearchCv
• Next generation model along with standard models
1. Data Preprocessing
2. Text Preprocessing
3. Use of the Zemberek with Jpype
4. Noisy Text Normalization
5. Remove Stopwords
6. Exploratory Data Analysis
7. Visualization N-Grams (Bigram, Trigram, 4-gram)
8. Wordcloud
9. TF-IDF
10. LogisticRegression with GridSearchCV
11. Decision Tree with GridSearchCV
12. Gradient Boosting with GridSearchCV
11. SVM with GridSearchCV
11. Turkish Bert Model ( dbmdz/bert-base-turkish-uncased )
All contributions are welcome. For major changes, please specify what you want to change.
MIT License Copyright (c) [2024] [ÖMER KARAKEÇE] Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.