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Ahmed Montasser Mahmoud's Projects

deep_trader icon deep_trader

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

kinect-gcode icon kinect-gcode

Using a kinect or possibly a camera to get the exact Gcode of the item. Doing this , we aim at minimizing time of re-manufacturing process also,one phase of the project which is converting CAD files to Gcode would help designers interact with CNC machines without a prior knowledge of Gcode.

models icon models

Models and examples built with TensorFlow

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pyfolio icon pyfolio

This is a fork from Pyfolio Portfolio and risk analytics in Python library. This version is updating the code to use Recent pandas.

sl-quant icon sl-quant

Companion code for the "Self Learning Quant" blog post

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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