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taohu's Projects

nngp icon nngp

Deep neural network kernel for Gaussian process

notes icon notes

Notes on data science, machine learning, artificial intelligence, history, and social science.

personae icon personae

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

xai icon xai

XAI - An eXplainability toolbox for machine learning

xlearn icon xlearn

High Performance, Easy-to-use, and Scalable Machine Learning Package (C++, Python, R)

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