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Hao(Bryce)'s Projects

best-of-ml-python icon best-of-ml-python

🏆 A ranked list of awesome machine learning python libraries. Updated weekly.

concurrentqueue icon concurrentqueue

A fast multi-producer, multi-consumer lock-free concurrent queue for C++11

finrl-library icon finrl-library

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.

mlfinlab icon mlfinlab

Package based on the work of Dr Marcos Lopez de Prado regarding his research with respect to Advances in Financial Machine Learning

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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.

stockstats icon stockstats

Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

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