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GitHub / WhatAShot / ExcelFormer
The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/WhatAShot%2FExcelFormer
Stars: 29
Forks: 6
Open Issues: 3
License: None
Language: Python
Repo Size: 65.4 KB
Dependencies:
19
Created: over 1 year ago
Updated: 5 months ago
Last pushed: 7 months ago
Last synced: 4 months ago
Commit Stats
Commits: 16
Authors: 2
Mean commits per author: 8.0
Development Distribution Score: 0.125
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/WhatAShot/ExcelFormer
Topics: kaggle, kaggle-competition, machine-learning, tabular-data
Files
Dependencies
- catboost ==1.0.6
- category_encoders ==2.5.0
- gensim ==4.2.0
- lightgbm ==3.2.1
- matplotlib ==3.5.2
- nirvana_dl ==66.0.2
- numpy ==1.19.5
- optuna ==2.10.1
- pandas ==1.3.5
- scikit_learn ==1.0.2
- scipy ==1.7.3
- tomli ==2.0.1
- tomli_w ==1.0.0
- torch ==1.10.0
- torch_geometric ==2.0.4
- torch_sparse ==0.6.13
- typing_extensions ==4.7.1
- xgboost ==1.5.0
- zero ==0.9.1