Yuji Tamiya tatamiya
tatamiya
/ Feature Importances in Recommend Algorithm.ipynb
Created
March 22, 2020 09:23
Display Feature Importances in a Recommendation Algorithm (LightFM)
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tatamiya
/ Structured State Space Time Series Modeling with statsmodels.ipynb
Created
January 12, 2021 04:03
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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tatamiya
/ Fourier Transform with NumPy.ipynb
Created
December 26, 2020 06:11
notebook for https://tatamiya-practice.hatenablog.com/entry/2020/12/26/150306
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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
December 20, 2020 06:35
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
December 13, 2020 10:05
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
November 29, 2020 07:49
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
November 23, 2020 07:42
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
November 1, 2020 10:16
Sample notebook for Hamiltonian Monte Carlo method (HMC), including simulation to generate samples from Cauchy distribution.
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tatamiya
/ Applying Recommendation Algorithms Directly to an Image Itself.ipynb
Last active
March 8, 2020 05:58
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
March 7, 2020 12:55
"Pattern" of Recommendation Algorithms (Matrix Factorization and Number of Factors).ipynb
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