{"repo":"AmirhosseinHonardoust/Crypto-Price-Equilibrium-Simulator","free":true,"listed":false,"github":"https://github.com/AmirhosseinHonardoust/Crypto-Price-Equilibrium-Simulator","clone":"git clone https://github.com/AmirhosseinHonardoust/Crypto-Price-Equilibrium-Simulator.git","description":"An explainable modeling system that analyzes cryptocurrency prices as equilibrium outcomes shaped by market forces. This simulator computes force decompositions, equilibrium bands, tension scores, and scenario-based what-if simulations to reveal how demand, supply, volatility, liquidity, and speculation negotiate price.","language":"Python","stars":18,"topics":["behavioral-finance","crypto-analytics","cryptocurrency","data-science","explainable-ai","financial-simulation","interpretable-ml","market-dynamics","pricing-models","python"],"license":"MIT","category":"blockchain-web3","readme_excerpt":"Crypto Price Equilibrium Simulator --- Overview Crypto markets are not predictable, but they are explainable. Instead of treating price as something to forecast, this project treats price as something to interpret through equilibrium theory. The Crypto Price Equilibrium Simulator models cryptocurrencies as systems governed by forces : Demand (inflow, momentum) Supply (scarcity, dilution) Volatility (risk, instability) Liquidity (depth, participation) Speculation (hype, short-term behavioral pressure) These forces interact continuously, pushing prices upward or downward. Instead of estimating a single target price, the model produces: Equilibrium Center , where the market wants the price to stabilize Equilibrium Band , acceptable price volatility range Equilibrium Shift (%) , deviation between market and equilibrium Tension Score , instability of the market environment Force Decomposition , transparent breakdown of upward/downward pressures The goal is interpretability , giving traders, analysts, and researchers a way to see how crypto markets negotiate price. This project includes: A full modeling engine A CLI for data preparation & force inspection A Streamlit dashboard with interactive simulation tools A complete market equilibrium map of 1000+ cryptocurrencies --- Dataset This project uses the Top 1000 Cryptocurrencies Real-Time Data (2025) dataset by Mihika Ajay Jadhav on Kaggle: https://www.kaggle.com/datasets/mihikaajayjadhav/top-1000-cryptocurrencies-real-time-data-202","default_branch":null,"files":null,"tree":[],"storefront":"/r/AmirhosseinHonardoust","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/AmirhosseinHonardoust/Crypto-Price-Equilibrium-Simulator/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}