01_machine_learning_for_trading
02_market_and_fundamental_data
06_machine_learning_process
10_bayesian_machine_learning
11_decision_trees_random_forests
12_gradient_boosting_machines
14_working_with_text_data
18_convolutional_neural_nets
20_autoencoders_for_conditional_risk_factors
21_gans_for_synthetic_time_series
22_deep_reinforcement_learning
Figure 8.1 - The ML4T workflow.png
Figure 8.10 - Zipline backtest performance with model training.png
Figure 8.2 - Vectorized backtest results.png
Figure 8.3 - The backtrader Cerebro architecture.png
Figure 8.4 - backtrader results.png
Figure 8.5 - The Zipline architecture.png
Figure 8.6 - ML signal backtest using Zipline's Pipeline API.png
Figure 8.7 - Zipline backtest results.png
Figure 8.8 - Flowchart of Zipline backtest with model training.png
Figure 8.9 - Model out-of-sample performance.png
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