Torrent Info
Title Янсен С. - Машинное обучение для алгоритмической торговли на финансовых рынках. Практикум - 2020
Category
Size 210.40MB

Files List
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__init__.py 0B
__init__.py 76B
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__init__.py 161B
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00-data-prep.ipynb 215.89KB
01_build_itch_order_book.ipynb 766.44KB
01_clustering_algos.ipynb 493.54KB
01_decision_trees.ipynb 169.01KB
01_latent_semantic_indexing.ipynb 152.12KB
01_manifold_learning_intro.ipynb 2.54MB
01_nlp_pipeline with_spaCy.ipynb 115.83KB
01_pca_key_ideas.ipynb 282.53KB
01_preprocessing.ipynb 16.57KB
01_single_factor_zipline.ipynb 106.22KB
01_stationarity_and_arima.ipynb 765.00KB
01_updating_conjugate_priors.ipynb 131.64KB
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02_kmeans_implementation.ipynb 219.21KB
02_manifold_learning_lle.ipynb 12.52MB
02_multiple_factors_quantopian_research.ipynb 4.74KB
02_nlp_with_textblob.ipynb 26.75KB
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02_probabilistic_latent_analysis.ipynb 112.61KB
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02_using_trained_vectors.ipynb 27.38KB
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README.md 3.01KB
README.md 3.16KB
README.md 3.54KB
README.md 4.21KB
README.md 4.42KB
README.md 5.09KB
README.md 5.54KB
README.md 7.00KB
ReadMe.pdf 64.73KB
README.txt 32B
README.TXT 598B
requirements.txt 4.53KB
run_experiments.py 4.77KB
run_experiments.py 5.90KB
run_tf.sh 361B
run.py 2.12KB
sa_selenium.py 3.51KB
scrape_test.py 2.06KB
selenium_setup.sh 267B
settings.py 3.18KB
sklearn_gbm_tuning.py 5.15KB
spacy 117.23KB
spacy.jpg 131.87KB
spaCy-architecture.svg 14.52KB
storage_benchmark.ipynb 36.90KB
table_spider.py 1.33KB
ta-lib 1.03KB
time_left.tsv 7.00KB
timings.xlsx 6.23KB
tree_t2.dot 2.75KB
user_agents.txt 8.51KB
vis_experiments.py 2.05KB
word2vec_wiki.py 2.39KB
word2vec.ipynb 34.77KB
word2vec.py 2.75KB
word2vec.py 8.35KB
word2vec.py 18.98KB
word2vec-sentiment.ipynb 14.37KB
word2vec-sentiments.py 3.23KB
yelp_sentiment.ipynb 245.15KB
zipline_example.ipynb 270.99KB
Глава 17.pdf 1.06MB
Глава 18.pdf 964.80KB
Глава 19.pdf 1007.51KB
Глава 20.pdf 882.05KB
Глава 21.pdf 963.86KB
Приложение 1.pdf 567.45KB
Приложение 2.pdf 281.45KB
Цветные иллюстрации к гл. 1-15.pdf 4.98MB
Янсен С. - Машинное обучение для алгоритмической торговли на финансовых рынках. Практикум - 2020.pdf 23.50MB
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