neural-networks-forecasting
CommunityForecast demand with deep learning.
Authorkishorkukreja
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the need for advanced demand forecasting by leveraging deep learning models to capture complex patterns that traditional methods might miss.
Core Features & Use Cases
- Advanced Modeling: Utilizes LSTMs, GRUs, Transformers, and TCNs for sophisticated time-series analysis.
- Complex Pattern Recognition: Ideal for data with non-linear relationships, long-term dependencies, and seasonality.
- Use Case: Forecast product demand for a new product launch where historical data is limited but underlying market trends are complex and non-linear.
Quick Start
Use the neural-networks-forecasting skill to forecast demand using an LSTM model.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: neural-networks-forecasting Download link: https://github.com/kishorkukreja/awesome-supply-chain/archive/main.zip#neural-networks-forecasting Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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