- Exploratory Data Analysis
- Data Preprocessing
- Label Encoding
- Key Visualisations
- Feauture Engineering and Scaling Pipeline
- Hyperparameter Tuning
- GradientBoostingClassifier in GridSearchCV for Batter Data
- RandomForestClassifier in GridSearchCV for Bowler Data
- Model Saving
- Generating new Batter and Bowler data for given Test data for Prediction
- Load saved models
- Predict on preprocessed Test Data
- Predicted_D11.csv is Dream11
shreyan-naskar / get_dream11 Goto Github PK
View Code? Open in Web Editor NEWTakes in two playing 11's and spits out a Dream11 team which is your best chance in a fantasy matchup.