LAMDA-TALENT
Comprehensive Table Data Learning Toolbox and Benchmark Testing
- It integrates over 20 deep learning architectures, including MLP, ResNet, SNN, and more.
- Contains 300 datasets covering various task types, size distributions, and data domains.
- Support custom addition of datasets and methods, with high customizability.
- Support diverse standardization, coding, and measurement methods.
- Provides a fair and comprehensive assessment, including accuracy and root mean square error (RMSE) for classification and regression tasks.
- Visualization tools help researchers and practitioners quickly and fairly evaluate the advantages and disadvantages of different methods.
Product Details
LAMDA-TALENT is a comprehensive tabular data analysis toolbox and benchmark platform that integrates over 20 deep learning methods, more than 10 traditional methods, and over 300 diverse tabular datasets. This toolbox aims to improve the performance of models on tabular data, provide powerful preprocessing capabilities, optimize data learning, and support user-friendly and adaptable operations, suitable for novice and expert data scientists.
