AI-Driven Quant Investment Strategies
@Opti_QuantCutting-edge research and hands-on insights into machine learning–driven factor models, backtesting, and portfolio construction with Portfolio123. Explore how AI can uncover alpha in inefficient markets.
| Platform |  | Pricing | Freemium | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 63 | Founded | a year ago | Last Issue | 6 days ago |
| Active | |||||
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aidrivenquantinvestment.substack.co...Latest Issues
Understanding Model Personality Through Hyperparameters #8: Controlling ExtraTrees Complexity — max_depth / min_samples_leaf / min_samples_split
Deep insights into the hyperparameters of LightGBM and Extra Trees based on the tuning order
Disclaimer: As a freelance analyst, my posts exclusively cover the AI methodologies of Portfolio123 (P123), without addressing individual stock re...
Understanding Model Personality Through Hyperparameters #7: LightGBM Regularization — lambda_l1 / lambda_l2 / min_gain_to_split
Deep insights into the hyperparameters of LightGBM and Extra Trees based on the tuning order
Disclaimer: As a freelance analyst, my posts exclusively cover the AI methodologies of Portfolio123 (P123), without addressing individual stock re...
Understanding Model Personality Through Hyperparameters #6: LightGBM Sampling — feature_fraction and bagging_fraction
Deep insights into the hyperparameters of LightGBM and Extra Trees based on the tuning order
Disclaimer: As a freelance analyst, my posts exclusively cover the AI methodologies of Portfolio123 (P123), without addressing individual stock re...
Understanding Model Personality Through Hyperparameters #5: Minimum Leaf Size in LightGBM — min_child_samples / min_data_in_leaf
Deep insights into the hyperparameters of LightGBM and Extra Trees based on the tuning order
Disclaimer: As a freelance analyst, my posts exclusively cover the AI methodologies of Portfolio123 (P123), without addressing individual stock re...
Understanding Model Personality Through Hyperparameters #4: Controlling LightGBM Complexity — num_leaves and max_depth
Deep insights into the hyperparameters of LightGBM and Extra Trees based on the tuning order
Disclaimer: As a freelance analyst, my posts exclusively cover the AI methodologies of Portfolio123 (P123), without addressing individual stock re...
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Integrate options and quant strategies
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