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DT21's Projects

dsl icon dsl

Domain-Specific Language (DSL) for financial time series

dtale icon dtale

Visualizer for pandas data structures

dvc icon dvc

πŸ¦‰Data Version Control | Git for Data & Models | ML Experiments Management

ecr-pattern-recognition-for-forex-trading icon ecr-pattern-recognition-for-forex-trading

Machine Learning and Pattern Recognition for Algorithmic Forex and Stock Trading: Machine learning in any form, including pattern recognition, has of course many uses from voice and facial recognition to medical research. In this case, our question is whether or not we can use pattern recognition to reference previous situations that were similar in pattern. If we can do that, can we then make trades based on what we know happened with those patterns in the past and actually make a profit? To do this, we're going to completely code everything ourselves. If you happen to enjoy this topic, the next step would be to look into GPU acceleration or threading. We're only going to need Matplotlib (for data visualization) and some NumPy (for number crunching), and the rest is up to us. Python is naturally a single-threaded language, meaning each script will only use a single cpu (usually this means it uses a single cpu core, and sometimes even just half or a quarter, or worse, of that core).

edex-ui icon edex-ui

A cross-platform, customizable science fiction terminal emulator with advanced monitoring & touchscreen support.

edgar icon edgar

Code to manage data related to SEC EDGAR

edgarrenderer icon edgarrenderer

EDGAR Renderer enables investors to view the interactive data filings submitted under the US Security and Exchange Commission (SEC) rules that require the use of XBRL via the SEC website.

eiten icon eiten

Statistical and Algorithmic Investing Strategies for Everyone

ennui icon ennui

An Elegant Neural Network User Interface to build drag-and-drop neural networks, train in the browser, visualize during training, and export to Python.

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