home/categories/machine-learning/donaldshen27-xtrend-vanilla-claude-skills-x-trend-architecture-skill-md
machine-learningdata-ai

x-trend-architecture

Use when implementing X-Trend or attention-based trading models. Covers LSTM encoders, cross-attention, self-attention, sequence representations, entity embeddings, Variable Selection Networks, encoder-decoder patterns, Deep Momentum Networks, and interpretable predictions for trend-following strategies.

Donaldshen27
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Donaldshen27
更新日 11/22/2025
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quick start

Installation and usage

Use when implementing X-Trend or attention-based trading models. Covers LSTM encoders, cross-attention, self-attention, sequence representations, entity embeddings, Variable Selection Networks, encoder-decoder patterns, Deep Momentum Networks, and interpretable predictions for trend-following strategies.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use x-trend-architecture