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Leyuan's Projects

100-pandas-puzzles icon 100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

bankmarketing icon bankmarketing

Study of public dataset : http://archive.ics.uci.edu/ml/datasets/Bank%20Marketing

django icon django

The Web framework for perfectionists with deadlines.

html5record icon html5record

How to record audio in Chrome with native HTML5 APIs

improved-q-learning-multi-environment icon improved-q-learning-multi-environment

Open A.I. Research: Developed Q-Learning algorithm with Computer Vision to learn two different video games with infinite state spaces, while optimizing for learning speed. Algorithm combined the use of a Convolutional Neural Network with Priority Sweeping to lower training time from 20 hours to 5 hours. Games used were Flappy Bird and Monster Kong.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

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