Янсен С. - Машинное обучение для алгоритмической торговли на финансовых рынках. Практикум - 2020

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    Янсен С. - Машинное обучение для алгоритмической торговли на финансовых рынках. Практикум - 2020

  1. Архив/Code/Chapter12/02_manifold_learning/02_manifold_learning_lle.ipynb 12.82 MB
  2. Янсен С. - Машинное обучение для алгоритмической торговли на финансовых рынках. Практикум - 2020.pdf 12.52 MB
  3. Архив/Code/Chapter12/02_manifold_learning/03_manifold_learning_tsne_umap.ipynb 11.75 MB
  4. Архив/Code/Chapter11/04_model_interpretation/model_interpretation.ipynb 6.53 MB
  5. Архив/Цветные иллюстрации к гл. 1-15.pdf 5.09 MB
  6. Архив/Code/Chapter14/07_yelp/lda_yelp_reviews.ipynb 2.64 MB
  7. Архив/Code/Chapter12/02_manifold_learning/01_manifold_learning_intro.ipynb 2.60 MB
  8. Архив/Code/Chapter15/keras/TED/en/ngrams_3/tensorboard/events.out.tfevents.1544425993.applied-ai 1.68 MB
  9. Архив/Code/Chapter14/04_lda_with_sklearn.ipynb 1.52 MB
  10. Архив/Code/Chapter14/06_earnings_calls/lda_earnings_calls.ipynb 1.50 MB
  11. Архив/Code/Chapter09/02_bayesian_logistic_regression.ipynb 1.49 MB
  12. Архив/Code/Chapter05/04_efficient_frontier/mean_variance_optimization.ipynb 1.47 MB
  13. Архив/Code/Chapter09/03_bayesian_sharpe_ratio.ipynb 1.36 MB
  14. Архив/Code/Chapter08/03_vector_autoregressive_model.ipynb 1.10 MB
  15. Архив/Доп. главы книги/Глава 17.pdf 1.08 MB
  16. Архив/Code/Chapter14/07_yelp/experiments/0.001/0.25/0/50/1/lda.state 1.05 MB
  17. Архив/Code/Chapter14/07_yelp/experiments/0.001/0.5/1/50/1/lda.state 1.05 MB
  18. Архив/Code/Chapter14/07_yelp/experiments/0.001/0.25/1/50/1/lda.state 1.04 MB
  19. Архив/Code/Chapter07/03_stock_price_prediction/linear_regression.ipynb 1.04 MB
  20. Архив/Доп. главы книги/Глава 19.pdf 1.01 MB
  21. Архив/Доп. главы книги/Глава 18.pdf 987 KB
  22. Архив/Доп. главы книги/Глава 21.pdf 986 KB
  23. Архив/Code/Chapter06/01_k_nearest_neighbors/machine_learning_workflow.ipynb 966 KB
  24. Архив/Code/Chapter11/01_gbm_baseline/gbm_baseline.ipynb 931 KB
  25. Архив/Доп. главы книги/Глава 20.pdf 903 KB
  26. Архив/Code/Chapter02/01_NASDAQ_TotalView-ITCH_Order_Book/01_build_itch_order_book.ipynb 784 KB
  27. Архив/Code/Chapter08/01_stationarity_and_arima.ipynb 783 KB
  28. Архив/Code/Chapter12/03_clustering_algorithms/05_density_based_clustering.ipynb 756 KB
  29. Архив/Code/Chapter04/02_alpha_factor_library/factor_library.ipynb 728 KB
  30. Архив/Code/Chapter12/04_hierarchical_risk_parity/hrp.ipynb 686 KB
  31. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.5/0/50/25/lda.state 655 KB
  32. Архив/Code/Chapter14/06_earnings_calls/experiments/50/1.0/0/50/25/lda.state 655 KB
  33. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.25/0/50/25/lda.state 654 KB
  34. Архив/Code/Chapter14/06_earnings_calls/experiments/50/1.0/1/50/25/lda.state 653 KB
  35. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.5/1/50/25/lda.state 653 KB
  36. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.25/1/50/25/lda.state 650 KB
  37. Архив/Code/Chapter14/06_earnings_calls/experiments/50/1.0/0/50/1/lda.state 650 KB
  38. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.5/0/50/1/lda.state 650 KB
  39. Архив/Code/Chapter14/06_earnings_calls/experiments/50/1.0/1/50/1/lda.state 649 KB
  40. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.5/1/50/1/lda.state 649 KB
  41. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.25/0/50/1/lda.state 648 KB
  42. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.25/1/50/1/lda.state 648 KB
  43. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.1/0/50/25/lda.state 640 KB
  44. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.1/1/50/25/lda.state 637 KB
  45. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.1/1/50/1/lda.state 636 KB
  46. Архив/Code/Chapter14/06_earnings_calls/experiments/50/0.1/0/50/1/lda.state 635 KB
  47. Архив/Доп. главы книги/Приложение 1.pdf 581 KB
  48. Архив/Code/Chapter05/02_risk_metrics_pyfolio/pyfolio_demo.ipynb 567 KB
  49. Архив/Code/Chapter08/02_arch_garch_models.ipynb 552 KB
  50. Архив/Code/Chapter14/07_yelp/experiments/0.001/1.0/1/25/1/lda.state 548 KB