{ "info": { "author": "Carlo Mazzaferro", "author_email": "carlo.mazzaferro@gmail.com", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Developers", "Intended Audience :: Science/Research", "Operating System :: OS Independent", "Programming Language :: Python", "Topic :: Scientific/Engineering :: Artificial Intelligence" ], "description": "Kryptoflow\n==========\n\n[![Join the chat at https://gitter.im/kryptoflow-repo/Lobby](https://badges.gitter.im/kryptoflow-repo/Lobby.svg)](https://gitter.im/kryptoflow-repo/Lobby?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)\n[![Build Status](https://travis-ci.org/carlomazzaferro/kryptoflow.svg?branch=master)](https://travis-ci.org/carlomazzaferro/kryptoflow)\n[![Codacy Badge](https://api.codacy.com/project/badge/Grade/16f53461ce4740899363141d52483e7f)](https://www.codacy.com/project/carlomazzaferro/kryptoflow-serving/dashboard?utm_source=github.com&utm_medium=referral&utm_content=kryptoflow/kryptoflow-serving&utm_campaign=Badge_Grade_Dashboard)\n[![Downloads](http://pepy.tech/badge/kryptoflow)](http://pepy.tech/project/kryptoflow)\n\nAlgorithmic crypto trading framework with Kafka and TensorFlow ([Keras](https://keras.io/) + [TensorFlow Serving](https://www.tensorflow.org/serving/))\n\nDocumentation live at: https://carlomazzaferro.github.io/kryptoflow/index.html\n\n**STATUS**: pre-alpha. Very active development. Feel free to rip the code apart, repurpose it, improve on it, or\ndo whatever else it may please. Documentation is also not fully up to date. This will change soon.\n\nDescription\n===========\n\nThe idea behind this project is to take care of the infrastructural work\nthat goes behind building a machine learning-driven trading systems. In particular, the aim is giving users\na working set up for:\n\n1. Gathering as granular data as possible \n2. Test a variety of strategies intuitively and with low friction\n3. Deploying models easily and keeping them up to date\n4. Trading continuously and reliably\n\n\nAll this done through a rich API and a browser-based GUI. Want to test your newly developed deep learning model \ntplace to start. \n\nAnother use case: want to build something like Quantopian but using cutting-edge machine learning? Then you\nmay need to build it yourself. Here you'll find most of the tooling needed. \n\n``\nInstallation and Requirements\n=============================\n\nSome basic requirements:\n\n1. python3.6 \n2. Docker \n\nMore at: https://carlomazzaferro.github.io/kryptoflow/installation.html\n\n```bash\n$ pip install kryptoflow\n```\n\n\nCreating a New Project\n======================\n\n```bash\n$ kryptoflow init --name make-money --path /home/user/projects\n```\n\nThis will create all the configuration necessary to get going, alongside docker files and other stuff. Cd into the \nrepo and check out its contents. \n\nSpinning Up Resources\n=====================\n\nFrom the project directory, run:\n\n```bash\ndocker-compose up\n```\n\nTraining and Deploying a Model\n==============================\n\n```bash\n$ kryptoflow train --epocs 10 --model model.py\n```\n\nThen\n\n```bash\n$ kryptoflow serve --model-number 1\n```\n\n\nLicense\n-------\n\n[GNU General Public License v3.0](https://choosealicense.com/licenses/gpl-3.0/)\n\n\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://carlomazzaferro.github.io/kryptoflow/", "keywords": "kryptoflow,tensorFlow,deep-learning,machine-learning,data-science,bitcoin,kafka,time-series", "license": "mit", "maintainer": "", "maintainer_email": "", "name": "kryptoflow", "package_url": "https://pypi.org/project/kryptoflow/", "platform": "any", "project_url": "https://pypi.org/project/kryptoflow/", 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