├── BFS DFS on DCG.ipynb ├── Epidemic Outbreak project ├── Differential Equation │ ├── CORONA differential.ipynb │ └── SARS differential.ipynb ├── Gompertz Curve │ ├── CORONA gompertz.ipynb │ ├── SARS gompertz.ipynb │ ├── WHO CORONA ETL.ipynb │ ├── WHO CORONA scraper.ipynb │ ├── WHO SARS ETL.ipynb │ └── WHO SARS scraper.ipynb ├── README.md ├── Random Graph │ ├── CORONA graph poisson.ipynb │ ├── CORONA graph powerlaw.ipynb │ ├── CORONA graph viz.ipynb │ ├── SARS graph poisson.ipynb │ ├── SARS graph powerlaw.ipynb │ └── SARS graph viz.ipynb ├── data │ ├── birth.csv │ ├── corona-grand.csv │ ├── death.csv │ ├── grand-corona.csv │ ├── grand-graph-corona.csv │ ├── grand-graph-sars-in-sample.csv │ ├── grand-graph-sars-outta-sample.csv │ ├── sars-grand.csv │ └── total.csv ├── gillespie algorithm.ipynb └── preview │ ├── differential-corona-canada-in sample.png │ ├── differential-corona-china-in sample.png │ ├── differential-corona-france-in sample.png │ ├── differential-corona-germany-in sample.png │ ├── differential-corona-hong kong-in sample.png │ ├── differential-corona-malaysia-in sample.png │ ├── differential-corona-si model r0.PNG │ ├── differential-corona-si model vital dynamic.PNG │ ├── differential-corona-singapore-in sample.png │ ├── differential-corona-united states of america-in sample.png │ ├── differential-corona-vietnam-in sample.png │ ├── differential-sars-canada-in sample.png │ ├── differential-sars-canada-out of sample.png │ ├── differential-sars-france-in sample.png │ ├── differential-sars-france-out of sample.png │ ├── differential-sars-hong kong-in sample.png │ ├── differential-sars-hong kong-out of sample.png │ ├── differential-sars-malaysia-in sample.png │ ├── differential-sars-malaysia-out of sample.png │ ├── differential-sars-singapore-in sample.png │ ├── differential-sars-singapore-out of sample.png │ ├── differential-sars-sir model r0.PNG │ ├── differential-sars-sir model vital dynamic.PNG │ ├── differential-sars-united states-in sample.png │ ├── differential-sars-united states-out of sample.png │ ├── differential-sars-viet nam-in sample.png │ ├── differential-sars-viet nam-out of sample.png │ ├── gillespie.gif │ ├── gompertz-corona-china-confirmed cases.png │ ├── gompertz-corona-china-number of deaths.png │ ├── gompertz-corona-hong kong-confirmed cases.png │ ├── gompertz-corona-singapore-confirmed cases.png │ ├── gompertz-corona-taiwan-confirmed cases.png │ ├── gompertz-corona-thailand-confirmed cases.png │ ├── gompertz-corona-total-confirmed cases.png │ ├── gompertz-corona-united states of america-confirmed cases.png │ ├── gompertz-function.PNG │ ├── gompertz-sars-canada-cumulative number of cases.png │ ├── gompertz-sars-canada-number of deaths.png │ ├── gompertz-sars-exclude china-cumulative number of cases.png │ ├── gompertz-sars-exclude china-number of deaths.png │ ├── gompertz-sars-france-cumulative number of cases.png │ ├── gompertz-sars-hong kong-cumulative number of cases.png │ ├── gompertz-sars-hong kong-number of deaths.png │ ├── gompertz-sars-singapore-cumulative number of cases.png │ ├── gompertz-sars-singapore-number of deaths.png │ ├── gompertz-sars-total-cumulative number of cases.png │ ├── gompertz-sars-total-number of deaths.png │ ├── graph-corona-af.png │ ├── graph-corona-al.png │ ├── graph-corona-au.png │ ├── graph-corona-br.png │ ├── graph-corona-ca.png │ ├── graph-corona-cl.png │ ├── graph-corona-cn.png │ ├── graph-corona-es.png │ ├── graph-corona-eu.png │ ├── graph-corona-fr.png │ ├── graph-corona-ir.png │ ├── graph-corona-is.png │ ├── graph-corona-it.png │ ├── graph-corona-kr.png │ ├── graph-corona-lac.png │ ├── graph-corona-nz.png │ ├── graph-corona-sf.png │ ├── graph-corona-si model r0.PNG │ ├── graph-corona-si model vital dynamics.PNG │ ├── graph-corona-tk.png │ ├── graph-corona-us.png │ ├── graph-degree distribution.png │ ├── graph-poisson-pgf derivatives.PNG │ ├── graph-poisson-pgf.PNG │ ├── graph-powerlaw-mean degree.PNG │ ├── graph-powerlaw-pgf derivatives.PNG │ ├── graph-powerlaw-pgf.PNG │ ├── graph-sars-canada-in-sample.png │ ├── graph-sars-canada-outta-sample.png │ ├── graph-sars-france-in-sample.png │ ├── graph-sars-france-outta-sample.png │ ├── graph-sars-hong kong-in-sample.png │ ├── graph-sars-hong kong-outta-sample.png │ ├── graph-sars-malaysia-in-sample.png │ ├── graph-sars-malaysia-outta-sample.png │ ├── graph-sars-singapore-in-sample.png │ ├── graph-sars-singapore-outta-sample.png │ ├── graph-sars-sir model derivation.PNG │ ├── graph-sars-sir model r0.PNG │ ├── graph-sars-sir model vital dynamics.PNG │ ├── graph-sars-united states-in-sample.png │ ├── graph-sars-united states-outta-sample.png │ ├── graph-sars-viet nam-in-sample.png │ ├── graph-sars-viet nam-outta-sample.png │ └── graph-simulation.gif ├── LICENSE ├── Portfolio Optimization project ├── README.md ├── data │ └── portfolio.xlsx ├── portfolio optimiziation.ipynb └── preview │ ├── clique distribution.png │ ├── clique graph.png │ ├── clique heatmap.png │ ├── degeneracy graph.png │ ├── degeneracy optimal.png │ ├── in sample comparison.png │ ├── in sample mean variance.png │ ├── markowitz computation.PNG │ ├── markowitz optimization.PNG │ ├── outta sample comparison.png │ └── outta sample mean variance.png ├── README.md ├── Text Mining project ├── README.md ├── mid east.csv ├── preview │ ├── dbscan labels.png │ ├── edge.png │ ├── elbow method kmeans.png │ ├── email.PNG │ ├── graph result.png │ ├── kmeans labels.png │ ├── kmeans result.png │ ├── knee method knn.png │ ├── original.png │ ├── silhouette.jpg │ └── wordcloud.png ├── text_mining.ipynb ├── text_mining.py └── wordcloud.py ├── a_star maze.ipynb ├── barabasi albert model.ipynb ├── bellman_ford forex arbitrage.ipynb ├── bianconi barabasi model.ipynb ├── data ├── Smallest-Last Ordering and Clustering and Graph Coloring Algorithms.pdf ├── forex.csv ├── maze.txt └── word ladder.txt ├── dijkstra shortest path.ipynb ├── diversity trumps ability.ipynb ├── graph coloring.ipynb ├── graph.py ├── habitat competition.ipynb ├── habitat occupancy.ipynb ├── k core.ipynb ├── knights tour.ipynb ├── maximal clique.ipynb ├── maximal independent set.ipynb ├── minimum spanning tree.ipynb ├── missionaries and cannibals problems.ipynb ├── preview ├── BFS.jpg ├── BiBFS.jpg ├── DAG.jpg ├── DCG.jpg ├── DFS.jpg ├── UG.jpg ├── WDCG.jpg ├── a_star.png ├── arbitrage.png ├── dijkstra.jpg ├── direct.png ├── edge coloring.png ├── forex.png ├── graph-theory-profile.png ├── kcore.png ├── kcore1.png ├── kcore2.png ├── kcore3.png ├── knights tour.gif ├── levins model.gif ├── maximal clique.jpg ├── maximal independent set.png ├── maximum independent set.png ├── minimum spanning tree origin.jpg ├── minimum spanning tree subset.jpg ├── missionaries and cannibals.gif ├── schelling's model.gif ├── sliding puzzle.gif ├── sudoku.png ├── tilman model.gif ├── topo sort dfs.jpg ├── topo sort kahn.jpg ├── vertex coloring.png ├── water jug.gif ├── waxman model.gif └── word ladder.png ├── sliding puzzle.ipynb ├── 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