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21jumpstart's Projects

arbitrage-chances icon arbitrage-chances

Finding the best arbitrage opportunies for the top 100 cryptocurrencies in python3.

bitbox icon bitbox

using volatility to trade crypto currency pairs

blackbird icon blackbird

Blackbird Bitcoin Arbitrage: a long/short market-neutral strategy

crypto-arbitrage-framework icon crypto-arbitrage-framework

A cryptocurrency arbitrage framework implemented with ccxt and cplex. It can be used to monitor multiple exchanges, find a multi-lateral arbitrage path which maximizes rate of return, calculate the optimal trading amount for each pair in the path given flexible constraints, and execute trades with multi-threading implemenation.

crypto-trader icon crypto-trader

Crypto Trading GUI for simultaneous trading on multiple exchanges

crypto-trader-1 icon crypto-trader-1

Crypto-currency backtesting built around ML prediction of probability distribution of instantaneous price

crypto_trader icon crypto_trader

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

cryptobot icon cryptobot

High(ish) frequency trading bot for cryptocurrencies, using Machine Learning for future price predictions

cryptocurrencyarbitragetrader icon cryptocurrencyarbitragetrader

Built, entirely in Python and Pandas, a real time Cryptocurrency price discrepancy detector. The tool was able to detect price differences across four different exchanges, and only traded where there was profit potential, as it understood each difference's volume and bid amounts. Profitable opportunities were then automatically executed on, through the selected Cryptocurrency exchange's APIs. Other libraries used included numpy, urllib and pickle.

forecasting_crix_lstm icon forecasting_crix_lstm

A LSTM Model to forecast 1-day ahead smoothed (EWMA) volatility of the CRIX cryptocurrency Index

gekko-strategies icon gekko-strategies

Strategies to Gekko trading bot with backtests results and some useful tools.

hft-pairs-trading icon hft-pairs-trading

High Frequency Pairs Trading Based on Statistical Arbitrage (Python) :moneybag:

machine-learning-market-maker icon machine-learning-market-maker

Implementation of a Bayesian-style market maker in the vein of 'Intelligent Market-Making in Artificial Financial Markets' by Sanmay Das

quantdom icon quantdom

Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:]

satoshimars icon satoshimars

A crypto trading bot using artificial intelligence AI/ML to trade on BitMex

stocksight icon stocksight

Crowd-sourced stock analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

sydom icon sydom

Sophisticated Scalper Bot for BitMEX using orders imbalance analysis

tradercore icon tradercore

Core module for the StockML crypto trading application.

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