Dorien's repositories
bitcoin_synthesizer
Forecasting Bitcoin Volatility Spikes from Whale Transactions and Cryptoquant Data Using Synthesizer Transformer Models
midi-miner
Python MIDI track classifier and tonal tension calculation based on spiral array theory
music-fader-nets
Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".
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.
AudioLoader
PyTorch Dataset for Speech and Music audio
nnAudio
Audio processing by using pytorch 1D convolution network
freqtrade
Free, open source crypto trading bot
generativemusicaicourse
Resources for the Generative Music AI Course on The Sound of AI YouTube channel.
jesse-1
An advanced crypto trading bot written in Python
learnyounode
Learn You The Node.js For Much Win! An intro to Node.js via a set of self-guided workshops.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
neuralaudio.github.io
HEAR 2021 NeurIPS audio representation challenge. Machine learning for audio community.
petridish
Jekyll theme for research project websites 🧫
python-bitcoin-blockchain-parser
A Python 3 Bitcoin blockchain parser
pytorch-forecasting
Time series forecasting with PyTorch
sequentialAI
Sequential AI
skyital-investing
Gatsby starter for a Contentful project from the community.
skyital-web
Gatsby starter for a Contentful project from the community.
SP1500stockPicker
A machine learning approach to investment portfolio composition. The program analyzes the fundamentals of the listed companies on the S&P1500 in order to emit monthly buy signals.
ta
Technical Analysis Library using Pandas and Numpy
tradingview-webhooks-bot
a framework 🏗 for trading with tradingview webhooks!