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synaptic - architecture-free neural network library for node.js and the browser

  •    Javascript

Synaptic is a javascript neural network library for node.js and the browser, its generalized algorithm is architecture-free, so you can build and train basically any type of first order or even second order neural network architectures. This library includes a few built-in architectures like multilayer perceptrons, multilayer long-short term memory networks (LSTM), liquid state machines or Hopfield networks, and a trainer capable of training any given network, which includes built-in training tasks/tests like solving an XOR, completing a Distracted Sequence Recall task or an Embedded Reber Grammar test, so you can easily test and compare the performance of different architectures.

bitcoin-prediction - A simple LSTM network to predict bitcoin closing prices

  •    Jupyter

Included in this repo are a few, simple models for bitcoin closing price prediction. They use a neural network to predict the prices, specifically, an LSTM network. Included are a notebook with some background information and some slightly more polished code, that is pretty much ready to be used in less gimmicky environments than a notebook.









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