Become a sponsor to Ruan Pretorius
Hi there, I'm Ruan 👋
- 🖥 I am a data scientist from South Africa 🇿🇦
- 🧠 I love machine learning and AI
- 🔭 I’m currently working on portfolio management using deep reinforcement learning
- 👯 I would love to work on open source projects more (potentially full-time)
Having at least three sponsors will inspire me to take open source work more seriously and dedicate more time to it🤩
Featured work
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ruankie/gurushots-auto-fill
Automate the tedious exposure filling process on GuruShots
Python 5 -
ruankie/frontier-rl
Reinforcement learning model for portfolio management that takes investor preferences into account
Jupyter Notebook 2 -
ruankie/poly2pascal
Convert POLYGON bounding boxes from csv files to xml annotation files in the Pascal VOC format for computer vision
Python 3 -
ruankie/differentially-private-range-queries
Differentially private spatial decomposition of 2D data for range queries
Python 7 -
pandas-dev/pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Python 42,125 -
ruankie/naive-ml
See how complex ML models can learn naive strategies of forecasting stock price movements
Jupyter Notebook