Siamese TabNet

Last update: Apr 16, 2022

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Overview

Raifhack-DS-2021

https://raifhack.ru/ - Команда Звёздочка

Siamese TabNet

Сиамская TabNet предсказывает стоимость объекта недвижимости с price_type=1, принимая на вход его признаки, признаки другого объекта недвижимости с price_type=0 и его стоимость. Подбор опорных объектов осуществляется через FAISS по географическим координатам. Модель пока не дотюнили, лучший скор около 2.1.

Использование

Положить данные в папку ./data
poetry install
poetry run python siamese-tabnet.py обучит модель и создаст предсказания в ./data.

Owner

Daniel Gafni

DS/ML at SberMarket; getting master's degree at Moscow State University

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Siamese TabNet

Related tags

Overview

Raifhack-DS-2021

Siamese TabNet

Использование

Owner

Daniel Gafni

[AI6101] Introduction to AI & AI Ethics is a core course of MSAI, SCSE, NTU, Singapore

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A platform to display the carbon neutralization information for researchers, decision-makers, and other participants in the community.

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A face dataset generator with out-of-focus blur detection and dynamic interval adjustment.

[CVPR 2021] Teachers Do More Than Teach: Compressing Image-to-Image Models (CAT)

Deep Multimodal Neural Architecture Search

Count the MACs / FLOPs of your PyTorch model.

Let Python optimize the best stop loss and take profits for your TradingView strategy.

git《Investigating Loss Functions for Extreme Super-Resolution》(CVPR 2020) GitHub:

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