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tatamiya / Structured State Space Time Series Modeling with statsmodels.ipynb
Created Jan 12, 2021
structured state space time series models by Python using statsmodels (Local Level Model, 2nd Order Trend Model, Local Level + Seasonality Model)
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View Fourier Transform with NumPy.ipynb
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tatamiya / サイコロで見る大数の法則と中心極限定理.ipynb
Last active Dec 20, 2020
Visual understanding of law of large numbers and central limit theorem with dices
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tatamiya / Fourier Transform and Spectral Analysis.ipynb
Created Dec 13, 2020
Fourier Transform and Spectral Analysis
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tatamiya / PyMCで岩波DS vol.1の構造時系列モデリングを再現.ipynb
Last active Nov 29, 2020
State space modeling of time series data translated from RStan into PyMC3
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tatamiya / Leap frog method and shadow Hamiltonian.ipynb
Created Nov 23, 2020
Compare the phase space trajectory of the leap-frog method with the strict solution by simulating 1D harmonic oscillator
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tatamiya / Hamiltonian Monte Carlo Method (HMC).ipynb
Last active Nov 1, 2020
Sample notebook for Hamiltonian Monte Carlo method (HMC), including simulation to generate samples from Cauchy distribution.
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tatamiya / Feature Importances in Recommend Algorithm.ipynb
Created Mar 22, 2020
Display Feature Importances in a Recommendation Algorithm (LightFM)
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tatamiya / Applying Recommendation Algorithms Directly to an Image Itself.ipynb
Last active Mar 8, 2020
Applying Recommendation Algorithms Directly to an Image Itself
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tatamiya / "Pattern" of Recommendation Algorithms (Matrix Factorization and Number of Factors).ipynb
Created Mar 7, 2020
"Pattern" of Recommendation Algorithms (Matrix Factorization and Number of Factors).ipynb
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