Ideal Flow Network (IFN)
Contents:
Overview
Ideal Flow Network (IFN) - Beginner’s Guide
Basic Use of IFN
IFN Tutorial for General Network
General Network
IFN Tutorial
How to Apply IFN in Your Field of Study?
IFN for Classification of Data Table (Supervised Learning)
Transportation Mode Choice
IFN Tutorial for Natural Language Processing
IFN Spirituality, System Thinking and Morality
Data Structure
Unit Tests
Ideal Flow Package
IdealFlow
Data Management Methods
Node Management
Link Management
Flow Management
Adjacency List Operations
Path and Trajectory Analysis
Network Indices
Network Operations
Matrix Operations
Stochastic and Probability
Markov Chain Analysis
Query and Search Methods
Neighborhood
Ideal Flow Network
Random Walk and Random Cycle
Entropy
Cycle Analysis
Signature Analysis
Utilities and Helper Methods
Data Science, Machine Learning and Artificial Intelligence
Tutorial on Markov Order
Transportation Analysis
Ideal Flow Network (IFN)
Index
Index
_
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
|
W
_
__str_help__() (IdealFlow.Command.CommandLine method)
A
abs_diff_capacity_flow() (IdealFlow.Network.IFN static method)
add_first_link() (IdealFlow.Network.IFN method)
add_last_link() (IdealFlow.Network.IFN method)
add_link() (IdealFlow.Network.IFN method)
add_node() (IdealFlow.Network.IFN method)
add_random_ones() (IdealFlow.Network.IFN static method)
adj_list_to_matrix() (IdealFlow.Network.IFN static method)
adjacency_to_ideal_flow() (IdealFlow.Network.IFN static method)
adjacency_to_stochastic() (IdealFlow.Network.IFN static method)
all_shortest_path() (IdealFlow.Network.IFN method)
alphabet_list() (IdealFlow.Network.IFN static method)
assign() (IdealFlow.Network.IFN method)
assign_adjacency_list() (IdealFlow.Network.IFN static method)
assign_cycle_to_matrix() (IdealFlow.Network.IFN static method)
association_predict_actor_net() (IdealFlow.Network.IFN method)
association_predict_trajectory() (IdealFlow.Network.IFN static method)
association_train() (IdealFlow.Network.IFN static method)
average_flow (IdealFlow.Network.IFN property)
average_flow_matrix() (IdealFlow.Network.IFN static method)
average_node_entropy (IdealFlow.Network.IFN property)
average_node_entropy_matrix() (IdealFlow.Network.IFN static method)
average_node_entropy_ratio (IdealFlow.Network.IFN property)
average_node_entropy_ratio_matrix() (IdealFlow.Network.IFN static method)
B
backtracking() (IdealFlow.Network.IFN method)
backtracking_cycle_limit() (IdealFlow.Network.IFN method)
bfs() (IdealFlow.Network.IFN method)
bfs_until() (IdealFlow.Network.IFN method)
binarized_matrix() (IdealFlow.Network.IFN static method)
C
canonize() (IdealFlow.Network.IFN static method)
canonize_cycle_dict() (IdealFlow.Network.IFN static method)
canonize_signature() (IdealFlow.Network.IFN static method)
capacity_to_adjacency() (IdealFlow.Network.IFN static method)
capacity_to_balance_inflow_outflow() (IdealFlow.Network.IFN static method)
capacity_to_congestion() (IdealFlow.Network.IFN static method)
capacity_to_ideal_flow() (IdealFlow.Network.IFN static method)
capacity_to_stochastic() (IdealFlow.Network.IFN static method)
cardinal_ifn_signature() (IdealFlow.Network.IFN static method)
change_flow_in_cycle() (IdealFlow.Network.IFN static method)
color_graph() (IdealFlow.Network.IFN method)
combinations() (IdealFlow.Network.IFN static method)
CommandLine (class in IdealFlow.Command)
complement() (IdealFlow.Network.IFN static method)
complete_graph() (IdealFlow.Network.IFN static method)
compose() (IdealFlow.Network.IFN static method)
congestion() (IdealFlow.Network.IFN static method)
controller() (IdealFlow.Command.CommandLine method)
,
[1]
copy_dict() (IdealFlow.Network.IFN static method)
cov_flow (IdealFlow.Network.IFN property)
cov_flow_matrix() (IdealFlow.Network.IFN static method)
create_node_mapping() (IdealFlow.Network.IFN static method)
cycle_dict_to_signature() (IdealFlow.Network.IFN static method)
cycle_length() (IdealFlow.Network.IFN method)
cycle_sum_weight() (IdealFlow.Network.IFN method)
D
decimal_to_fraction() (IdealFlow.Network.IFN static method)
decompose() (IdealFlow.Network.IFN static method)
delete_link() (IdealFlow.Network.IFN method)
delete_node() (IdealFlow.Network.IFN method)
density (IdealFlow.Network.IFN property)
dfs() (IdealFlow.Network.IFN method)
dfs_adj_list() (IdealFlow.Network.IFN static method)
dfs_until() (IdealFlow.Network.IFN method)
diameter (IdealFlow.Network.IFN property)
difference() (IdealFlow.Network.IFN static method)
duplicate() (IdealFlow.Network.IFN method)
E
equivalent_ifn() (IdealFlow.Network.IFN static method)
excel_col_to_num() (IdealFlow.Network.IFN static method)
extract_first_k_terms() (IdealFlow.Network.IFN static method)
extract_last_k_terms() (IdealFlow.Network.IFN static method)
F
find_a_cycle() (IdealFlow.Network.IFN static method)
find_all_cycles_in_adj_list() (IdealFlow.Network.IFN static method)
find_all_cycles_in_matrix() (IdealFlow.Network.IFN static method)
find_all_paths() (IdealFlow.Network.IFN method)
find_all_permutation_cycles() (IdealFlow.Network.IFN static method)
find_all_walks_in_matrix() (IdealFlow.Network.IFN static method)
find_cardinal_ifn_signature_exhaustive() (IdealFlow.Network.IFN static method)
find_cycles() (IdealFlow.Network.IFN static method)
find_element_in_list() (IdealFlow.Network.IFN static method)
find_key_in_dict() (IdealFlow.Network.IFN static method)
find_path() (IdealFlow.Network.IFN method)
find_path_cycle_limit() (IdealFlow.Network.IFN method)
find_pivot_type() (IdealFlow.Network.IFN static method)
find_pivots() (IdealFlow.Network.IFN static method)
flow_matrix_to_adj_list() (IdealFlow.Network.IFN static method)
flows_in_cycle() (IdealFlow.Network.IFN static method)
form_link_cycle_matrix() (IdealFlow.Network.IFN static method)
from_base62() (IdealFlow.Network.IFN static method)
G
generate() (IdealFlow.Network.IFN method)
generate_combinations() (IdealFlow.Network.IFN static method)
generate_random_terms() (IdealFlow.Network.IFN static method)
get_data() (IdealFlow.Network.IFN method)
get_link_flow() (IdealFlow.Network.IFN method)
get_links (IdealFlow.Network.IFN property)
get_matrix() (IdealFlow.Network.IFN method)
get_path() (IdealFlow.Network.IFN method)
get_path_entropy() (IdealFlow.Network.IFN method)
get_path_probability() (IdealFlow.Network.IFN method)
global_scaling() (IdealFlow.Network.IFN static method)
H
hadamard_division() (IdealFlow.Network.IFN static method)
has_pivot() (IdealFlow.Network.IFN static method)
I
ideal_flow() (IdealFlow.Network.IFN static method)
ideal_flow_to_stochastic() (IdealFlow.Network.IFN static method)
IdealFlow
module
IdealFlow.Command
module
IdealFlow.Network
module
identify_unique_nodes() (IdealFlow.Network.IFN static method)
IFN (class in IdealFlow.Network)
ifnc (IdealFlow.Command.CommandLine attribute)
in_degree (IdealFlow.Network.IFN property)
in_neighbors() (IdealFlow.Network.IFN method)
in_weight (IdealFlow.Network.IFN property)
intersect() (IdealFlow.Network.IFN static method)
inverse_dict() (IdealFlow.Network.IFN static method)
is_acyclic (IdealFlow.Network.IFN property)
is_bipartite (IdealFlow.Network.IFN property)
is_connected (IdealFlow.Network.IFN property)
is_contain_cycle (IdealFlow.Network.IFN property)
is_cycle_canonical() (IdealFlow.Network.IFN static method)
is_cycle_has_coef_1() (IdealFlow.Network.IFN static method)
is_edge_in_cycle() (IdealFlow.Network.IFN static method)
is_equal_network() (IdealFlow.Network.IFN static method)
is_equal_signature() (IdealFlow.Network.IFN static method)
is_equivalent_ifn() (IdealFlow.Network.IFN method)
is_eulerian_cycle (IdealFlow.Network.IFN property)
is_ideal_flow (IdealFlow.Network.IFN property)
is_ideal_flow_matrix() (IdealFlow.Network.IFN static method)
is_irreducible_matrix() (IdealFlow.Network.IFN static method)
is_irreducible_signature() (IdealFlow.Network.IFN static method)
is_non_empty_adj_list() (IdealFlow.Network.IFN static method)
is_non_negative_matrix() (IdealFlow.Network.IFN static method)
is_path() (IdealFlow.Network.IFN method)
is_positive_matrix() (IdealFlow.Network.IFN static method)
is_premagic (IdealFlow.Network.IFN property)
is_premagic_matrix() (IdealFlow.Network.IFN static method)
is_premier_matrix() (IdealFlow.Network.IFN static method)
is_premier_signature() (IdealFlow.Network.IFN static method)
is_reachable() (IdealFlow.Network.IFN method)
is_row_stochastic_matrix() (IdealFlow.Network.IFN static method)
is_square_matrix() (IdealFlow.Network.IFN static method)
is_strongly_connected (IdealFlow.Network.IFN property)
is_trajectory_cycle() (IdealFlow.Network.IFN method)
is_valid_signature() (IdealFlow.Network.IFN static method)
K
kappa() (IdealFlow.Network.IFN static method)
L
link_combination() (IdealFlow.Network.IFN static method)
link_cycle_matrix() (IdealFlow.Network.IFN static method)
link_permutation() (IdealFlow.Network.IFN static method)
load() (IdealFlow.Network.IFN method)
load_adj_list() (IdealFlow.Network.IFN static method)
M
markov() (IdealFlow.Network.IFN static method)
match() (IdealFlow.Network.IFN method)
matrix_apply_cycle() (IdealFlow.Network.IFN static method)
matrix_replace_value() (IdealFlow.Network.IFN static method)
matrix_to_adj_list() (IdealFlow.Network.IFN static method)
max_flow (IdealFlow.Network.IFN property)
max_flow_matrix() (IdealFlow.Network.IFN static method)
max_flow_path() (IdealFlow.Network.IFN method)
max_network_entropy() (IdealFlow.Network.IFN static method)
merge_adjacency_list() (IdealFlow.Network.IFN static method)
merge_signatures() (IdealFlow.Network.IFN static method)
min_flow (IdealFlow.Network.IFN property)
min_flow_matrix() (IdealFlow.Network.IFN static method)
min_flow_path() (IdealFlow.Network.IFN method)
min_irreducible() (IdealFlow.Network.IFN static method)
module
IdealFlow
IdealFlow.Command
IdealFlow.Network
N
network_delete_cloud() (IdealFlow.Network.IFN method)
network_entropy (IdealFlow.Network.IFN property)
network_entropy_matrix() (IdealFlow.Network.IFN static method)
network_entropy_ratio (IdealFlow.Network.IFN property)
network_entropy_ratio_matrix() (IdealFlow.Network.IFN static method)
network_probability (IdealFlow.Network.IFN property)
node_index() (IdealFlow.Network.IFN static method)
node_name() (IdealFlow.Network.IFN static method)
nodes (IdealFlow.Network.IFN property)
nodes_flow (IdealFlow.Network.IFN property)
num_to_excel_col() (IdealFlow.Network.IFN static method)
num_to_str_fraction() (IdealFlow.Network.IFN static method)
O
order_markov_higher() (IdealFlow.Network.IFN method)
order_markov_lower() (IdealFlow.Network.IFN method)
out_degree (IdealFlow.Network.IFN property)
out_neighbors() (IdealFlow.Network.IFN method)
out_weight (IdealFlow.Network.IFN property)
overlay() (IdealFlow.Network.IFN static method)
P
parse_cycle() (IdealFlow.Network.IFN static method)
parse_terms_to_dict() (IdealFlow.Network.IFN static method)
path_distance() (IdealFlow.Network.IFN method)
path_length() (IdealFlow.Network.IFN method)
path_sum_weight() (IdealFlow.Network.IFN method)
permutations() (IdealFlow.Network.IFN static method)
premier_ifn() (IdealFlow.Network.IFN static method)
premier_signature() (IdealFlow.Network.IFN static method)
Q
query() (IdealFlow.Network.IFN method)
query_cycle_limit() (IdealFlow.Network.IFN method)
R
rand_capacity() (IdealFlow.Network.IFN static method)
rand_ifn_signature() (IdealFlow.Network.IFN method)
rand_int() (IdealFlow.Network.IFN static method)
rand_irreducible() (IdealFlow.Network.IFN static method)
rand_permutation_eye() (IdealFlow.Network.IFN static method)
rand_stochastic() (IdealFlow.Network.IFN static method)
random_cycle_from() (IdealFlow.Network.IFN method)
random_ideal_flow_matrix() (IdealFlow.Network.IFN static method)
random_ifn() (IdealFlow.Network.IFN static method)
random_irreducible_stochastic() (IdealFlow.Network.IFN static method)
random_walk_cycle() (IdealFlow.Network.IFN method)
random_walk_from() (IdealFlow.Network.IFN method)
random_walk_matrix() (IdealFlow.Network.IFN static method)
random_walk_nodes() (IdealFlow.Network.IFN method)
read_csv() (IdealFlow.Network.IFN static method)
reduce_link_flow() (IdealFlow.Network.IFN method)
reindex() (IdealFlow.Network.IFN method)
relabel_signature() (IdealFlow.Network.IFN static method)
reverse_network() (IdealFlow.Network.IFN method)
reverse_relabel_signature() (IdealFlow.Network.IFN static method)
row_stochastic (IdealFlow.Network.IFN property)
S
save() (IdealFlow.Network.IFN method)
save_adj_list() (IdealFlow.Network.IFN static method)
set_data() (IdealFlow.Network.IFN method)
set_link_weight() (IdealFlow.Network.IFN method)
set_link_weight_plus_1() (IdealFlow.Network.IFN method)
set_matrix() (IdealFlow.Network.IFN method)
set_path() (IdealFlow.Network.IFN method)
shortest_path() (IdealFlow.Network.IFN method)
show() (IdealFlow.Network.IFN method)
signature_coef_to_1() (IdealFlow.Network.IFN static method)
signature_to_adj_list() (IdealFlow.Network.IFN static method)
signature_to_coef_flow() (IdealFlow.Network.IFN static method)
signature_to_column_stochastic() (IdealFlow.Network.IFN static method)
signature_to_ideal_flow() (IdealFlow.Network.IFN static method)
signature_to_kappa() (IdealFlow.Network.IFN static method)
signature_to_link_flow() (IdealFlow.Network.IFN static method)
signature_to_links() (IdealFlow.Network.IFN static method)
signature_to_max_flow() (IdealFlow.Network.IFN static method)
signature_to_min_flow() (IdealFlow.Network.IFN static method)
signature_to_num_links() (IdealFlow.Network.IFN static method)
signature_to_num_nodes() (IdealFlow.Network.IFN static method)
signature_to_pivots() (IdealFlow.Network.IFN static method)
signature_to_row_stochastic() (IdealFlow.Network.IFN static method)
signature_to_sum_cols() (IdealFlow.Network.IFN static method)
signature_to_sum_rows() (IdealFlow.Network.IFN static method)
solve_cycles() (IdealFlow.Network.IFN static method)
stationary_markov_chain() (IdealFlow.Network.IFN static method)
stdev_flow (IdealFlow.Network.IFN property)
stdev_flow_matrix() (IdealFlow.Network.IFN static method)
stochastic_to_entropy_ratio() (IdealFlow.Network.IFN static method)
stochastic_to_ideal_flow() (IdealFlow.Network.IFN static method)
stochastic_to_network_entropy() (IdealFlow.Network.IFN static method)
stochastic_to_pi() (IdealFlow.Network.IFN static method)
stochastic_to_probability() (IdealFlow.Network.IFN static method)
str_to_num() (IdealFlow.Network.IFN method)
string_to_matrix() (IdealFlow.Network.IFN static method)
sum_dict_values() (IdealFlow.Network.IFN static method)
sum_of_col() (IdealFlow.Network.IFN static method)
sum_of_row() (IdealFlow.Network.IFN static method)
T
to_adjacency_matrix() (IdealFlow.Network.IFN static method)
to_base62() (IdealFlow.Network.IFN static method)
to_equal_inflow() (IdealFlow.Network.IFN static method)
to_equal_outflow() (IdealFlow.Network.IFN static method)
to_graph() (IdealFlow.Network.IFN method)
to_markov_order() (IdealFlow.Network.IFN method)
total_flow (IdealFlow.Network.IFN property)
total_links (IdealFlow.Network.IFN property)
total_nodes (IdealFlow.Network.IFN property)
trajectory_to_links() (IdealFlow.Network.IFN static method)
U
union() (IdealFlow.Network.IFN static method)
universe() (IdealFlow.Network.IFN static method)
unlearn() (IdealFlow.Network.IFN method)
W
weighted_random_choice() (IdealFlow.Network.IFN static method)