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blog

Source code for my personal blog

deepnn

deepnn-naive-

Naive implementation of a batch Deep Neural Net with XOR and MNIST benchmarks

react-stockcharts

Highly customizable stock charts with ReactJS and d3

saleor

A modular, high performance, headless e-commerce storefront built with Python, GraphQL, Django, and ReactJS.

stock-prediction-models

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

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.

tradinggym

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

webrtc-video-room

WebRTC Video Room is a Single-Page App in React using React Router that provides peer-to-peer video and audio communication in a web browser with no plugins or extensions required.