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estraderx's Projects

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.

stocksharp icon stocksharp

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins and options).

stocksight icon stocksight

Stock analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

tda-api icon tda-api

A wrapper around the TD Ameritrade API

tdameritrade icon tdameritrade

Python interface to TD Ameritrade (https://developer.tdameritrade.com)

tesseract icon tesseract

Tesseract Open Source OCR Engine (main repository)

tick-sentiment icon tick-sentiment

Analyze the sentiment around ticker symbols and keywords on Twitter and Stocktwits

tutorials icon tutorials

Ipython notebooks for math and finance tutorials

vid2vid icon vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

wagtail icon wagtail

A Django content management system focused on flexibility and user experience

zorro icon zorro

FX Algorithmic Trading scripts written for Zorro Trader platform.

zorro_snippets icon zorro_snippets

These are some random snippets I may or may not be using with the Zorro Trading Automaton

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