Edward Tungin數學、人工智慧與蟒蛇推薦系統實務 (一) : Embedding 技巧Practical Recommendation System 01 : Embedding TechniquesMar 22, 20211Mar 22, 20211
Edward Tungin數學、人工智慧與蟒蛇【隨筆】學習 DevOps 與 MLOps 帶來的一些啟發Let’s small talk — Some enlightening moments when I started to learned the concept of DevOps/MLOpsFeb 22, 2021Feb 22, 2021
Edward Tungin數學、人工智慧與蟒蛇因果推論與貝氏結構時間序列模型INFERRING CAUSAL IMPACT USING BAYESIAN STRUCTURAL TIME-SERIES MODELS (Google Inc. — 2015)Jan 11, 20211Jan 11, 20211
Edward Tungin數學、人工智慧與蟒蛇社會網絡分析(3–2) — 透過非負矩陣分解找出群落[讀論文] Overlapping Community Detection at Scale: A Nonnegative Matrix Factorization Approach (2013)Jan 2, 2021Jan 2, 2021
Edward Tungin數學、人工智慧與蟒蛇社會網絡分析(3-1)-基於圖理論的網絡表達及分析方法Network Representation and Analysis based on Graph Theory;Stanford CS224W Machine Learning with Graphs — Lecture 2 to 3Sep 7, 2020Sep 7, 2020
Edward Tungin數學、人工智慧與蟒蛇社會網路分析(2) — OPINION DYNAMICS AND BOUNDED CONFIDENCE MODELS[讀論文] OPINION DYNAMICS AND BOUNDED CONFIDENCE MODELS, ANALYSIS, AND SIMULATION — Rainer Hegselmann & Ulrich Krause (2002)Sep 2, 2020Sep 2, 2020
Edward Tungin數學、人工智慧與蟒蛇社會網路分析(1) - 基於 F-J 模型的問題架構方法[讀論文] SOCIAL INFLUENCE AND OPINIONS — Friedkin & Johnsen (1990)Aug 20, 2020Aug 20, 2020
Edward Tungin數學、人工智慧與蟒蛇隱馬可夫模型的三大經典問題Sampling and Monte Carlo (Special): 3 classic questions of a hidden markov modelAug 15, 2020Aug 15, 2020