Tag
#xgboost
23 repositories
Repos
CryptoCurrency prediction using machine learning and deep learning
Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms
Rule-based Algorithmic Trading using a Genetic Algorithm and Machine Learning Signals for the Cryptocurrency Market.
Ensemble price forecasting with volatility prediction (XGBoost on cached features). Multiple simulated paths per request; CRPS scoring for calibration and sharpness. Synthetic price data for options and portfolio analytics. Python, XGBoost, NumPy, Pandas, properscoring, Pyth API, PostgreSQL, Pydantic, Docker.
Next-generation analytics & ML-powered churn prediction for Solana gaming. Self-training models predict player churn 14 days in advance. Live dashboard + REST API analyzing 60M+ on-chain transactions across 12 games.
Prediction of avalanches with use of machine learning (Random Forest model, XGBoost) for 22 massifs in French Alps. Bokeh is used for data visualization and Flask for avalanche danger index app.
Rule-based Algorithmic Trading using a Genetic Algorithm and Machine Learning Signals for the Cryptocurrency Market.
Bitcoin price analysis and forecast with deep learning
Python-based BTCUSDT trading research project with data collection, model training, signal checks, Telegram alerts, and Binance Futures testnet helpers.
This project enables rusty-blockparser user to manufacture the csv files into a ML dataset.
Ethereum price prediction using Internal and External Factors
TradeForge: A Python-based trading platform with real-time market data visualization, technical indicators, ML-driven predictions, backtesting, and simulated trade execution — all in a Streamlit dashboard.
Machine learning and graph neural network based fraud detection system for Ethereum blockchain transactions.
MSc Dissertation (Bank of England) · Bitcoin-FX predictability · PatchTST, TFT, XGBoost, GARCH · DM test · MCS · Bayes Business School
DeFi AI Liquidation Protection Protocol on Monad Testnet - 28k real Aave positions analyzed, 3 contracts deployed
Real-time Ethereum whale wallet monitoring with XGBoost signal prediction
AI portfolio manager for Indian retail investors + blockchain invoice financing marketplace for SMEs — Zerodha-connected, on-chain settlement, no banks.
Polymarket trading bot with ML ensemble (XGBoost + LightGBM), concept drift detection, auto-retrain pipeline, Telegram alerts, and live React dashboard. Trades BTC 15-min binary prediction markets.
AI-Powered Momentum with Mean-Reversion Hybrid Yield Vault on Solana | Ranger Build-A-Bear Hackathon