This repository contains the code and datasets for creating the machine learning models in the research paper titled "Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach"
☆52Jan 29, 2022Updated 4 years ago
Alternatives and similar repositories for btc_data
Users that are interested in btc_data are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Apr 24, 2022Updated 4 years ago
- Identify patterns in Stock Market for Day Trading☆26Dec 7, 2022Updated 3 years ago
- An investigation into seeing if technical analysis involving chart patterns truly is just male astrology.☆10Jul 24, 2022Updated 4 years ago
- An implementation of the Financial Crypto 2016 paper "Optimal Selfish Mining Strategies in Bitcoin"☆14May 30, 2017Updated 9 years ago
- This project is essentially the implementation of the paper “Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time …☆23Sep 22, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Project shows that real-time Twitter data can be used to predict market movement of Bitcoin Price. The goal of this project is to prove w…☆14Apr 23, 2021Updated 5 years ago
- ☆16Jan 11, 2021Updated 5 years ago
- This repository provides a Python Notebook and resources for calibrating the parameters of the Heston model using observed Call Option pr…☆12Sep 17, 2024Updated last year
- Reinforcement learning crypto trading bot☆10Oct 30, 2020Updated 5 years ago
- Bitcoin price prediction using both traditonal machine learning and deep learning techniques, based on historical price and sentiment ext…☆38May 5, 2022Updated 4 years ago
- analyze financial data using python: numpy, pandas, etc.☆20Jan 1, 2018Updated 8 years ago
- Deep Reinforcement Learning applied to trading☆15Jan 29, 2019Updated 7 years ago
- Calibration of a Surface SVI☆13Jan 31, 2019Updated 7 years ago
- Statistical Methods in Finance☆19Feb 2, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- manipulating cointegrated pairs to achieve a market-neutral strategy that outperforms indices☆11Jan 12, 2021Updated 5 years ago
- A auto trading system for Bitmex☆14Dec 8, 2022Updated 3 years ago
- a wavelet-based multifractal image analysis tool implementing the WTMM (Wavelet Transform Modulus Maxima) method.☆11Feb 1, 2020Updated 6 years ago
- differential Sharpe ratio☆38Jun 28, 2019Updated 7 years ago
- Bitmex orderbooks saving + (neural) trading signal generator + backtesting etc.☆34Dec 27, 2022Updated 3 years ago
- A pool mining coordinator that communicates with mining software using JSONRPC☆22Feb 28, 2023Updated 3 years ago
- A PyTorch implementation of QuantNet: transferring learning across systematic trading strategies.☆15Jul 12, 2025Updated last year
- Limit Orderbook CNN model implementation for ETH-BTC (buy-low-sell-high indicator)☆17Mar 20, 2023Updated 3 years ago
- Fear and volatility in crypto markets☆14Dec 8, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The Crypto Price Prediction Bot is a Telegram bot that predicts cryptocurrency prices using machine learning. It fetches historical data …☆10Feb 14, 2025Updated last year
- This project is to download and analyze cryptocurrency option data available on Deribit via a public API. Data are collected on an Ubuntu…☆17Sep 17, 2021Updated 4 years ago
- ☆23Aug 20, 2020Updated 5 years ago
- This tutorial shows how to set up a Polymarket account to use its CLOB API using Python.☆17Aug 5, 2024Updated 2 years ago
- ☆10Nov 16, 2023Updated 2 years ago
- ☆19Jun 13, 2022Updated 4 years ago
- This is the example code for "Bitcoin and crypto trading with Artificial Intelligence" hackathon at Holberton school https://www.meetup.c…☆20Jul 1, 2018Updated 8 years ago
- This is a Python implementation of the Heston model for option pricing using Monte Carlo simulation. The code takes in parameters and gen…☆19Mar 7, 2023Updated 3 years ago
- A python defi swap package (DeX SwaP)☆14Jul 15, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This tool is developed to scrape twitter data, process the data, and then create either an unsupervised network to identify interesting p…☆19Oct 25, 2023Updated 2 years ago
- Trading Bitcoin with Deep Reinforcement Learning☆19Dec 24, 2019Updated 6 years ago
- Adaptive Machine Learning-Based Stock Prediction using Financial Time Series Technical Indicators☆10Dec 21, 2019Updated 6 years ago
- High frequency trading algorithm for Bitmex☆22Jun 22, 2020Updated 6 years ago
- ☆20Mar 28, 2023Updated 3 years ago
- Deep learning modelling of orderbooks☆104Oct 8, 2020Updated 5 years ago
- ☆12Mar 25, 2023Updated 3 years ago