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roboshed's Projects

farmbot-arduino-firmware icon farmbot-arduino-firmware

Arduino firmware that executes g-code like commands over a serial line to move the FarmBot and operate the tool mount

farmbot-js icon farmbot-js

Javascript wrapper for FarmBot's authentication and RPC instructions

farmbot_os icon farmbot_os

The operating system and all related software that runs on FarmBot's Raspberry Pi.

ludwig icon ludwig

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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.

ta-lib icon ta-lib

Python wrapper for TA-Lib (http://ta-lib.org/).

techan icon techan

Technical Analysis Library for Golang

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