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:
- 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
- This project is essentially the implementation of the paper “Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time …☆23Sep 22, 2020Updated 5 years ago
- 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
- 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.
- Official code for "PCF-GAN: generating sequential data via the characteristic function of measures on the path space"☆13Jan 12, 2025Updated last year
- 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
- Single and Multi Factor Libor Market Model with Monte Carlo simulations to price a swaption receiver and a zcb option☆12Apr 18, 2020Updated 6 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
- S(usceptible)E(xcited)R(efractory) model on graphs, a dynamical model of spreading excitations☆14Aug 5, 2026Updated 3 weeks ago
- Automatic Fibonacci extensions/retracements for Machine Learning of price☆22Nov 21, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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
- A pool mining coordinator that communicates with mining software using JSONRPC☆22Feb 28, 2023Updated 3 years ago
- General pipeline used for analyzing EEG data where Raw EEG data gets transformed into ERPS and Stats are done in R (Mixed effects models)☆14Mar 8, 2024Updated 2 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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 6 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
- Simple GUI to load a PDF/Docx/txt file and have LM Studio Answer based off of it.☆14Jul 31, 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
- [Nature 1992] Evolutionary Games and Spatial Chaos☆10Jul 15, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Reproduce the result of the paper "Deep Learning with Long Short-Term Memory Networks for Financial Market Prediction"☆19Aug 21, 2020Updated 6 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
- Python script that uses 24h volume/price change as well as RSI(14) and EMA crossovers to find crypto signals - CoinPaprika API☆12May 28, 2022Updated 4 years ago
- A python defi swap package (DeX SwaP)☆14Jul 15, 2025Updated last year
- 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
- 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