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Statistical Mechanics. Study and Implementation of (Non)Deterministic chaos models. Noise . Fractals. And Reservoir computing.

Jupyter Notebook 99.69% Python 0.31%

statistical_mechanics's Introduction

Reservoir Computing . Chaos . Noise . Fractals

Study and Implementation of Deterministic and non deterministic chaos models. Noise. Fractals. And Reservoir computing.

Lecture reference: statistical mechanics

Non deterministic chaos reference paper: Non-deterministic Chaos

Questions

Could noise induce or reduce chaos?
Stochastic noise, Random noise, (non)deterministic chaos and effect on predictability/system behaviour.
Identifying or distinguishing noise from chaos.
Could models (ESN or LSTM for example) still perform well for nondeterministic and chaotic system ?
Understanding Fractals. And how useful they are to Machine learning.
Statistical Mechanics (Ecole Normale Superieur Coursera).

statistical_mechanics's People

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