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| # Data manipulation | |
| import pandas as pd | |
| # Mathematical operation | |
| import numpy as np | |
| # Data viz | |
| import plotly | |
| import plotly.graph_objects as go | |
| from plotly.subplots import make_subplots |
audhiaprilliant
/ birthday_paradox.ipynb
Created
January 21, 2022 04:23
Probability theory in birthday paradox
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audhiaprilliant
/ genetic_algorithm_kmeans.ipynb
Created
December 11, 2021 17:27
Genetic Algorithm for clustering analysis Using kmeans
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audhiaprilliant
/ genetic_algorithm_manual.ipynb
Last active
March 28, 2023 07:56
Manual calculation of Genetic Algorithm using Roulette Wheel selection
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audhiaprilliant
/ bfs_dfs_tree_transversal.ipynb
Created
October 24, 2021 15:40
Breadth-First Search and Depth-First Search
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audhiaprilliant
/ transfer_learning_feature_extraction.ipynb
Last active
October 16, 2021 12:40
Transfer learning using feature extraction of MobileNetV2
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audhiaprilliant
/ centroid_initialization.ipynb
Last active
September 12, 2021 14:50
How to determine initial cluster in kmeans
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audhiaprilliant
/ monte_carlo_simulation.ipynb
Last active
July 6, 2022 02:04
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audhiaprilliant
/ walk_forward_optimization.ipynb
Last active
January 10, 2023 21:08
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audhiaprilliant
/ sorting_algorithm.ipynb
Created
August 6, 2021 09:33
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