GitHub - johnderecho/Forecasting-Chaos-AI

Chaotic forecasting task using Deep Learning models and Data from Gilpin (2023)

Models used:

Name		Name	Last commit message	Last commit date
Latest commit History 181 Commits
.idea		.idea
Models		Models
PC - Code		PC - Code
PC - Data		PC - Data
PC - Figures		PC - Figures
PC - Model Correction		PC - Model Correction
Results		Results
data		data
lightning_logs		lightning_logs
README.md		README.md
Result - Survival Analysis (Clean) V1.py		Result - Survival Analysis (Clean) V1.py
Visualization - Animated NBEATS.py		Visualization - Animated NBEATS.py
Visualization - Animated TIDE.py		Visualization - Animated TIDE.py
Visualization - Animated TSMixer.py		Visualization - Animated TSMixer.py
_Original 1 - Hyperparameters Multivariate.py		_Original 1 - Hyperparameters Multivariate.py
_Original 2 - Benchmarks Multivariate.py		_Original 2 - Benchmarks Multivariate.py
_Result - Lyapunov Normalized Plot.py		_Result - Lyapunov Normalized Plot.py
_Result - Speed and Accuracy Plot.py		_Result - Speed and Accuracy Plot.py
_Result - Table (Nixtla).py		_Result - Table (Nixtla).py
_Result - Table, Plot, and Performance Correlation.py		_Result - Table, Plot, and Performance Correlation.py
_Result - Timing Visualization.py		_Result - Timing Visualization.py
_Result Visualization_anotated.ipynb		_Result Visualization_anotated.ipynb
expremental.py		expremental.py

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