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smalllemur's Projects

1843-planet-generation icon 1843-planet-generation

One week experiment: learn how to procedurally generate maps on a sphere. Code is messy but it runs.

anomaliesinoptions icon anomaliesinoptions

In this notebook we will explore a machine learning approach to find anomalies in stock options pricing.

bert icon bert

TensorFlow code and pre-trained models for BERT

mosaic_v2 icon mosaic_v2

Generate Roman style mosaics from input images

mtnet icon mtnet

Tensorflow implementation of paper http://arxiv.org/abs/1809.02105

neuron_poker icon neuron_poker

Texas holdem OpenAi gym poker environment, including virtual rending and montecarlo for equity

poker icon poker

Fully functional Pokerbot that works on PartyPoker and PokerStars. Check the wiki how to contribute! Binaries can be downloaded here.

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

ue4-rts icon ue4-rts

Real-time strategy plugin and showcase for Unreal Engine 4.

zipline icon zipline

Zipline-Live, a Pythonic Algorithmic Trading Library

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