Problem Type | Language/Framework | Template & Sample Report |
Binary Classification | Python/Scikit-Learn | GitHub Folder |
Multi-Class Classification | Python/Scikit-Learn | GitHub Folder |
Regression | Python/Scikit-Learn | GitHub Folder |
Time Series | Python/ARIMA/Exponential Smoothing | GitHub Folder |
Time Series | Python/TensorFlow/MLP/CNN/LSTM | GitHub Folder |
Quantitative Finance | Python | GitHub Folder |
Web Scraping | Python/BeautifulSoup/Selenium | GitHub Folder |
NLP Text Classification | Python/TensorFlow | GitHub Folder |
Binary Classification | Python/XGBoost | GitHub Folder |
Multi-Class Classification | Python/XGBoost | GitHub Folder |
Regression | Python/XGBoost | GitHub Folder |
Binary Classification | R | GitHub Folder |
Multi-Class Classification | R | GitHub Folder |
Regression | R | GitHub Folder |
Web Scraping | R | GitHub Folder |
Binary Classification | Python/Scikit-Learn | Colaboratory Template |
Multi-Class Classification | Python/Scikit-Learn | Colaboratory Template |
Regression | Python/Scikit-Learn | Colaboratory Template |
Binary Classification | Python/TensorFlow/AutoKeras | GitHub Folder |
Multi-Class Classification | Python/TensorFlow/AutoKeras | GitHub Folder |
Multi-Label Classification | Python/TensorFlow | GitHub Folder |
Regression | Python/TensorFlow/AutoKeras | GitHub Folder |
Regression | Python/TensorFlow/Decision Forests | GitHub Folder |
Binary Classification | Python/TensorFlow/Decision Forests | GitHub Folder |
Multi-Class Classification | Python/TensorFlow/Decision Forests | GitHub Folder |