dcherevyk's starred repositories
auto-sklearn
Automated Machine Learning with scikit-learn
stockpredictionai
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
skimr
:exclamation: This is a read-only mirror of the CRAN R package repository. skimr — Compact and Flexible Summaries of Data. Homepage: https://docs.ropensci.org/skimr/ (website), https://github.com/ropensci/skimr/ Report bugs for this package: https://github.com/ropensci/skimr/issues
Evolutionary-Optimization
A generic evolutionary algorithm for function optimisation.
End-to-End-Data-Science
Code repository for the End-to-End Data Science in SAS book
big_data_project_pw
The final project for Big Data PW post-graduate studies
EqVariance
A variance swap is an instrument which allows investors to trade future realized (historical) volatility against current implied volatility. The Variance Swap pays the difference between observed variance and a strike variance, possibly subject to a cap and a floor. The observed variance is computed from the stock price returns over a series of specified sampling dates.
eigen-blis
Eigen linear algebra library with BLIS (BLAS) on CPUs
anomaliesinoptions
In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.
data-visualization-experiments
Various Data Visualization Works with React, d3.js
article-information-2019
Article for Special Edition of Information: Machine Learning with Python
aws-big-data-ai-training
Big Data & AI on AWS
mlcourse.ai
Open Machine Learning Course
sujinlee.me
Sujin's Personal Website