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Functions20 in github.com/dimvasdim/Thesis

⨍ Functions 20 ◇ Types & classes 1

↓ 2 callersFunctionneural_network

Create the neural network

neural_network.py:28

↓ 1 callersFunctioncreate_train_valid_set

neural_network.py:41

↓ 1 callersMethodevaluate

(self, obj_function, steady, cost, model)

↓ 1 callersFunctionfull_weeks

Return a dataframe with full weeks of our dataset Take one product and fill the empty weeks with zeros

↓ 1 callersFunctionget_data_splits

(dataframe, valid_fraction=0.2)

neural_network.py:19

↓ 1 callersFunctionnn_row

Return a row in the desired format for the neural network

↓ 1 callersFunctionparticle_swarm

number_of_particles: the population of the particles that try to maximize a function c1: cognitive component of a particle

↓ 1 callersMethodupdate_position

↓ 1 callersMethodupdate_velocity

(self, w, c1, c2)

(self, position, velocity)

Functioncreate_nn_data

(number_of_weeks=16)

Functioncreate_week_data

Functionfirst_data_handle

(price, steady, cost, model)

Functionnn_final_training

neural_network.py:115

Functionnn_testing

neural_network.py:79

Functionoptimize_prices

Functionprint_details

Functionproducts_with_sales

(num_of_sales=1000)

Functionpso_data