Mansi Yadav

Add Interactive Visualizations with Plotly Dash or Streamlit

2

**Is your feature request related to a problem? Please describe. The current visualizations are static and do not allow for interactive data exploration. Users may find it challenging to extract...

Enhanced credit risks model

1

Implemented a "Comprehensive Model Evaluation" section with advanced metrics and visualizations for a deeper understanding of model performance. In "Hedging-of-Financial-Derivatives/Credit Risk /CreditRisk.ipynb" Used a variety of metrics like ROC-AUC, Precision-Recall,...

Add indicators, optimize hyperparameters, normalize data of RL Model.

1

I want to make changes to "Hedging-of-Financial-Derivatives/RL Model /RL Trading.ipynb". I would add technical indicators using the `ta` library, utilize Optuna for hyperparameter optimization, and normalize data by filling missing...

Enhance Credit Risk Model Evaluation with Comprehensive Metrics

6

**Is your feature request related to a problem? Please describe.** In "Hedging-of-Financial-Derivatives/Credit Risk /CreditRisk.ipynb" Existing model evaluation methods provide limited insights, hindering our ability to optimize models effectively.I want to...

Add more visualisations to banglore_home_prices_final.ipynb to improve model performance.

6

To further enrich the script's capabilities and improve its usefulness, I propose the addition of more visualizations to (Hedging-of-Financial-Derivatives/Hedging with Real Estate /banglore_home_prices_final.ipynb).

Enhance GDP Growth Prediction Model Interpretability and Visualization

3

**Description:** The current implementation of the growth prediction model lacks sufficient visualizations and interpretability features, limiting its ability to provide comprehensive insights into the relationship between market capital and GDP...

Implement Time Series Forecasting in Nifty 50 (NSEI) Data Analysis Model

2

**Overview:** The current Nifty 50 (NSEI) data analysis model provides valuable insights into historical trends and patterns of the index. However, to enhance its functionality and utility, it would be...

Enhance the IPL Prediction Model with Advanced Features

3

### Is your feature request related to a problem? Please describe. The current IPL Prediction model in Project-Guidance/Machine Learning and Data Science/Intermediate/IPL Prediction/Regularisation - RIDGE_LASSO_HYBRID.ipynb lacks several advanced features that...

Resolves #857

💡[FEATURE]: Brazil Stocks Prediction using RNN

1

**Is your feature request related to a problem? Please describe.** LSTMs are capable of capturing long-term dependencies, and attention mechanisms help the model focus on relevant parts of the input...