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Provide sets of functions and methods to learn and practice data science using idea of algorithmic trading. Main goal is to process information within "Decision Support System" to come up with analysis or predictions. There are several utilities such as dynamic and adaptive risk management using reinforcement learning and even functions to generate predictions of price changes using pattern recognition deep regression learning. Summary of Methods used: Awesome H2O tutorials: <https://github.com/h2oai/awesome-h2o>, Market Type research of Van Tharp Institute: <https://vantharp.com/>, Reinforcement Learning R package: <https://CRAN.R-project.org/package=ReinforcementLearning>.
| Version: | 0.5.4 |
| Depends: | R (≥ 3.6.0) |
| Imports: | readr, stringr, dplyr, tibble, lubridate, ggplot2, grDevices, h2o, ReinforcementLearning, openssl, stats, cluster, lifecycle |
| Suggests: | testthat (≥ 2.1.0), covr, magrittr, data.table, bit64 |
| Published: | 2024-07-16 |
| DOI: | 10.32614/CRAN.package.lazytrade |
| Author: | Vladimir Zhbanko |
| Maintainer: | Vladimir Zhbanko <vladimir.zhbanko at gmail.com> |
| BugReports: | https://github.com/vzhomeexperiments/lazytrade/issues |
| License: | MIT + file LICENSE |
| URL: | https://vladdsm.github.io/myblog_attempt/topics/lazy%20trading/, https://github.com/vzhomeexperiments/lazytrade |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | lazytrade results |
| Reference manual: | lazytrade.pdf |
| Package source: | lazytrade_0.5.4.tar.gz |
| Windows binaries: | r-devel: lazytrade_0.5.4.zip, r-release: lazytrade_0.5.4.zip, r-oldrel: lazytrade_0.5.4.zip |
| macOS binaries: | r-release (arm64): lazytrade_0.5.4.tgz, r-oldrel (arm64): lazytrade_0.5.4.tgz, r-release (x86_64): lazytrade_0.5.4.tgz, r-oldrel (x86_64): lazytrade_0.5.4.tgz |
| Old sources: | lazytrade archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.