Commit 2e5364bb authored by Barthelet Thibault's avatar Barthelet Thibault
Browse files

new sim

parent c08c45ee

forecast_app/app.py

+2 −2
Original line number Diff line number Diff line
@@ -23,8 +23,8 @@ app.config['SESSION_TYPE'] = 'filesystem' 


# Load dataset

DATA_DIR = os.path.join(os.path.dirname(__file__), 'data')

TRAINING_DATA_PATH = os.path.join(DATA_DIR, 'supply_chain_data_training.json')

TEST_DATA_PATH = os.path.join(DATA_DIR, 'supply_chain_data_test.json')

TRAINING_DATA_PATH = os.path.join(DATA_DIR, 'sim_supply_chain_data_training.json')

TEST_DATA_PATH = os.path.join(DATA_DIR, 'sim_supply_chain_data_test.json')





def load_training_data():

forecast_app/data/sim_supply_chain_data_full.json

+2760 −2760

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forecast_app/data/sim_supply_chain_data_test.json

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forecast_app/data/sim_supply_chain_data_training.json

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supply_chain_sim/simulation.py

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@@ -174,11 +174,11 @@ class SupplyChainSimulation: 
            for month in range(self.config.get('n_months', 12)):

                # Simple prediction based on category

                if watch.category == 'luxury':

                    base = 5

                    base = 200

                elif watch.category == 'sport':

                    base = 15

                    base = 200

                else:  # casual

                    base = 25

                    base = 200

                

                # Add some variation

                prediction = base + np.random.normal(0, 3)