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Oren Baldinger's Projects

bitcoin-trader-rl icon bitcoin-trader-rl

A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

clean-text icon clean-text

๐Ÿงน Clean Your Text to Create Normalized Text Representations

conllu icon conllu

A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a nested python dictionary.

displacy icon displacy

Python port of https://github.com/explosion/displacy

lexdecomp icon lexdecomp

LexDecomp is an implementation of the Answer Selection (AS) model proposed in the paper Sentence Similarity Learning by Lexical Decomposition and Composition, by (Wang et al., 2016).

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

oandapy icon oandapy

Python wrapper for the OANDA REST API

pudl icon pudl

The Public Utility Data Liberation Project

pyfolio icon pyfolio

Portfolio and risk analytics in Python

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.

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