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Name | Size | Last Modified |
|---|---|---|
| channel_capacity.pdf | 174.7 KB | |
| entropy_basics.pdf | 269.9 KB | |
| huffman_coding.pdf | 199.4 KB | |
| information_theory.pdf | 497.5 KB | |
| information_theory.tex | 22.3 KB | |
| information_theory_plot.pdf | 137.6 KB | |
| mutual_information.pdf | 172.9 KB | |
| network_analysis.pdf | 483.8 KB | |
| network_analysis.tex | 35.1 KB | |
| network_analysis_plot.pdf | 110.6 KB | |
| network_basic_metrics.pdf | 153.3 KB | |
| network_centrality_advanced.pdf | 153.8 KB | |
| network_communities.pdf | 107.5 KB | |
| network_motifs.pdf | 136.2 KB | |
| network_random_models.pdf | 174.8 KB | |
| network_small_world.pdf | 168.6 KB | |
| optimization.pdf | 851 KB | |
| optimization.tex | 35.8 KB | |
| optimization_comparison.pdf | 230 KB | |
| optimization_condition_number.pdf | 305.4 KB | |
| optimization_constrained.pdf | 245.3 KB | |
| optimization_gradient_descent.pdf | 458.9 KB | |
| optimization_plot.pdf | 384.1 KB | |
| optimization_second_order.pdf | 259.7 KB | |
| optimization_stochastic.pdf | 256.6 KB | |
| source_coding.pdf | 144.2 KB |