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ghobtr's Projects

bitcoin-price-predictor icon bitcoin-price-predictor

Predict Bitcoin Prices from 2016 and on; TODO: aggregate sources like Reddit and Google Searches as part of NN.

chatbot-rnn icon chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

deep-learning icon deep-learning

Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the MNIST dataset, namely, a CNN using Keras and a fully-connected network using TensorFlow.

deepqa icon deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

pexpect icon pexpect

A Python module for controlling interactive programs in a pseudo-terminal

predict-ethereum-and-bitcoin-prices-trend-using-lstm icon predict-ethereum-and-bitcoin-prices-trend-using-lstm

This project uses Long Term Short Memory to predict the trend for Bitcoin and Ethereum prices based on data collected from 2013 to 2019. The goal was to teach myself the concepts of RNN and LSTM for Time Series Analysis

pynet icon pynet

Python for Network Engineers

stock-prediction-models icon stock-prediction-models

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

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

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