Create ai_market_maker.py

features/high_frequency_trading/ai_market_maker.py

@@ -0,0 +1,35 @@
+# ai_market_maker.py
+import zipline
+from zipline.algorithm import TradingEnvironment
+
+def ai_market_maker():
+    # Create a trading environment
+    env = TradingEnvironment()
+
+    # Define the AI-powered market making strategy
+    strategy = env.add_strategy('ai_market_making_strategy')
+    strategy.add_rule('buy', 'tock', 'when', 'input_data > 0.5')
+    strategy.add_rule('sell', 'tock', 'when', 'input_data < 0.5')
+
+    # Run the AI-powered market making strategy
+    env.run(strategy)
+
+    return env.get_portfolio()
+
+# trading_strategy.py
+import zipline
+from zipline.algorithm import TradingEnvironment
+
+def trading_strategy():
+    # Create a trading environment
+    env = TradingEnvironment()
+
+    # Define the trading strategy
+    strategy = env.add_strategy('trading_strategy')
+    strategy.add_rule('buy', 'tock', 'when', 'input_data > 0.5')
+    strategy.add_rule('sell', 'tock', 'when', 'input_data < 0.5')
+
+    # Run the trading strategy
+    env.run(strategy)
+
+    return env.get_portfolio()