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mdiby's Projects

personalizedmultitasklearning icon personalizedmultitasklearning

Code for performing 3 multitask machine learning methods: deep neural networks, Multitask Multi-kernel Learning (MTMKL), and a hierarchical Bayesian model (HBLR).

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).

practical-machine-learning-with-python icon practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

predict410 icon predict410

Northwestern University PREDICT 410: Predictive Modeling I

pricewars icon pricewars

Price Wars - A Simulation Platform for Dynamic Pricing Competition

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pyod icon pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pythonplot.com icon pythonplot.com

📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.

quadcopter icon quadcopter

Autonomous Raspberry Pi, Raspian, Python, piDrone

reco-gym icon reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

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