Repository Index

Visualizer for neural network, deep learning and machine learning models

• neural-network
• deep-learning
• machine-learning
• deeplearning

Roadmap to becoming an Artificial Intelligence Expert in 2022

• deep-learning
• artificial-intelligence
• roadmap
• ai-roadmap

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Learning Convolutional Neural Networks with Interactive Visualization.

• deep-learning
• visualization
• interactive-visualizations
• visual-learning

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

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.

Run Keras models in the browser, with GPU support using WebGL

• deep-learning
• machine-learning
• webgl
• tensorflow

A library for prototyping realtime hand detection (bounding box), directly in the browser.

• javascript
• javascript-library
• handtracking
• neural-networks

A neural network library built in JavaScript

• mind
• neural-network
• prediction

A JavaScript library like PyTorch, with GPU acceleration.

• automatic-differentiation
• deep-learning
• javascript-library
• neural-networks

Code for cracking passwords with neural networks

Neural network strategy for Gekko

My algorithmic trading strategies with the Gekko cryptocurrency trading bot.

• gekko-strategies
• trading-strategies
• machine-learning-algorithms
• neural-networks