Local changes: Updated model training, removed debug instrumentation, and configuration improvements

docs/api/source/strategies.rst

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+Strategy Framework
+==================
+
+The strategy framework enables creation and management of trading strategies.
+
+Base Strategy
+-------------
+
+.. automodule:: src.strategies.base
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Strategy Registry
+-----------------
+
+.. automodule:: src.strategies.base
+   :members: StrategyRegistry
+   :undoc-members:
+   :show-inheritance:
+
+Technical Strategies
+--------------------
+
+RSI Strategy
+~~~~~~~~~~~
+
+.. automodule:: src.strategies.technical.rsi_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+MACD Strategy
+~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.technical.macd_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Moving Average Strategy
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.technical.moving_avg_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+DCA Strategy
+~~~~~~~~~~~~
+
+.. automodule:: src.strategies.dca.dca_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Grid Strategy
+~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.grid.grid_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Momentum Strategy
+~~~~~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.momentum.momentum_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Confirmed Strategy
+~~~~~~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.technical.confirmed_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Divergence Strategy
+~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.technical.divergence_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Bollinger Mean Reversion Strategy
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.technical.bollinger_mean_reversion
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Consensus Strategy (Ensemble)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. automodule:: src.strategies.ensemble.consensus_strategy
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Timeframe Manager
+-----------------
+
+.. automodule:: src.strategies.timeframe_manager
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Strategy Scheduler
+----------------
+
+.. automodule:: src.strategies.scheduler
+   :members:
+   :undoc-members:
+   :show-inheritance:
+