Crypto Price Prediction ML Frameworks
ML projects for forecasting cryptocurrency market prices using time-series models (LSTM, GRU, ensemble methods) and historical data. Does NOT include general crypto market analysis, sentiment analysis, or trading strategy frameworks without price prediction as the primary objective.
There are 83 crypto price prediction frameworks tracked. 4 score above 50 (established tier). The highest-rated is shobrook/BitVision at 58/100 with 1,225 stars.
Get all 83 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=crypto-price-prediction&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
shobrook/BitVision
Trade Bitcoin and run forecasting models from the terminal |
|
Established |
| 2 |
philipperemy/deep-learning-bitcoin
Exploiting Bitcoin prices patterns with Deep Learning. |
|
Established |
| 3 |
khuangaf/CryptocurrencyPrediction
Predict Cryptocurrency Price with Deep Learning |
|
Established |
| 4 |
rustyneuron01/BTC-ETH-SOL-Price-Predict
Ensemble price forecasting with volatility prediction (XGBoost on cached... |
|
Established |
| 5 |
bukosabino/btctrading
Time Series Forecast with Bitcoin value, to detect upward/down trends with... |
|
Emerging |
| 6 |
Omar-Karimov/ChartScanAI
ChartScanAI is an advanced app for detecting patterns in stock and... |
|
Emerging |
| 7 |
emirhanai/Cryptocurrency-Prediction-with-Artificial-Intelligence
First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep... |
|
Emerging |
| 8 |
manthanthakker/BitcoinPrediction
CryptoCurrency prediction using Deep Recurrent Neural Networks |
|
Emerging |
| 9 |
Y-Xiang-hub/Bitcoin-Address-Behavior-Analysis
This repository contains code for BABD, as detailed in our paper published... |
|
Emerging |
| 10 |
ErcinDedeoglu/crypto-market-data
📈 Free crypto market data (worth $500+/mo) for ML & research. Star ⭐ to keep it free! |
|
Emerging |
| 11 |
MeridianAlgo/Cryptvault
Professional-grade cryptocurrency analysis with advanced AI/ML predictions,... |
|
Emerging |
| 12 |
PiSimo/BitcoinForecast
Predict bitcoin price with deep learning |
|
Emerging |
| 13 |
emirhanai/Cryptocurrency-Prediction-with-Artificial-Intelligence-V3.0-GRU-Neural-Network
Cryptocurrency Prediction with Artificial Intelligence V3.0 [GRU Neural Network] |
|
Emerging |
| 14 |
taoshidev/time-series-prediction-subnet
Prediction subnet built on Bittensor |
|
Emerging |
| 15 |
jose-dom/bitcoin_forecasting
Bitcoin Forecasting using VAR, XGBoost, and Facebook Prophet |
|
Emerging |
| 16 |
sudharsan13296/Bitcoin-price-Prediction-using-LSTM
Bitcoin price Prediction ( Time Series ) using LSTM Recurrent neural network |
|
Emerging |
| 17 |
paulcodrea/crypto_price_prediction
Bitcoin price prediction using both traditonal machine learning and deep... |
|
Emerging |
| 18 |
dtoyoda10/crypto-forcast
Cryptocurrency Price Predictor is a webapp that uses machine learning (like... |
|
Emerging |
| 19 |
StephanAkkerman/crypto-forecasting-benchmark
This repository contains the codebase used in the research conducted for the... |
|
Emerging |
| 20 |
harishpuvvada/BitCoin-Value-Predictor
[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and... |
|
Emerging |
| 21 |
jcmartinezdev/bitcoin-predict
Predicting the price of Bitcoin, intro to LSTM |
|
Emerging |
| 22 |
iancamleite/prediciting-binary-options
Predicting forex binary options using time series data and machine learning |
|
Emerging |
| 23 |
tysoncung/crypto-chart-patterns
📈 Machine learning for cryptocurrency chart pattern detection and technical... |
|
Emerging |
| 24 |
sumittttttt/Crypto-price-prediction
Crypto Price Prediction is the webapp based on Machine Learning model that... |
|
Emerging |
| 25 |
IVerse-VDV/bitcoin-predictor
Open-source Bitcoin price predictor with deep learning methods. Foundation... |
|
Emerging |
| 26 |
Ayushverma135/Bitcoin-Price-Prediction-using-Deep-Learning
Utilizing deep learning techniques to predict Bitcoin price movements based... |
|
Emerging |
| 27 |
msamprovalaki/BitcoinClosePricePrediction
University Project in Machine Learning about Bitcoin Close Price Prediction |
|
Emerging |
| 28 |
nafisalawalidris/Bitcoin-Price-Analysis-API
Explore this comprehensive API for Bitcoin price analysis, featuring... |
|
Emerging |
| 29 |
zelosleone/BTC-Price-Prediction-Findings
This Jupyter notebook presents a comprehensive mathematical framework for... |
|
Emerging |
| 30 |
Bayi-Hu/Pump-and-Dump-Detection-on-Cryptocurrency
Sequence-based Target Coin Prediction for Cryptocurrency Pump-and-Dump (SIGMOD 23) |
|
Emerging |
| 31 |
josericodata/CryptoPredictor
Interactive cryptocurrency prediction app using machine learning and... |
|
Emerging |
| 32 |
abhishekverma276/crypto-price-prediction
This project aims to combines machine learning with blockchain to predict... |
|
Emerging |
| 33 |
Shreyas-ITB/Verus-PPM
VerusCoin Price Prediction Artificial Intelligence |
|
Emerging |
| 34 |
manuelinfosec/crypto-twitter-sentiment
based on sentimental data scraped off twitter, this project tries to... |
|
Emerging |
| 35 |
garcane/Binance-Crypto-Prediction-and-Analysis
This project leverages the Binance API to acquire real-time data for Bitcoin... |
|
Emerging |
| 36 |
Ali619/Bitcoin-Price-Prediction-LSTM
A Model to Predict any kind of price such as Crypto price or Stock price... |
|
Emerging |
| 37 |
VincentGurgul/crypto-price-forecasting-public
This is the GitHub repository complementing the paper "Forecasting... |
|
Emerging |
| 38 |
BenWagner69/BitVision
Terminal dashboard for trading Bitcoin, predicting price movements, and... |
|
Experimental |
| 39 |
AaronFlore/Forecasting-Bitcoin-Prices
Forecasting Bitcoin Prices via ARIMA, XGBoost, Prophet, and LSTM models in Python |
|
Experimental |
| 40 |
tiwarishubham635/Cryptocurrency-Price-Prediction-Using-Long-Short-Term-Memory
Prediction Tool for Cryptocurrencies using ML models |
|
Experimental |
| 41 |
tang-vu/bitcoin-prediction
🔮 Bitcoin hourly price prediction using ML models (Linear Regression, Ridge,... |
|
Experimental |
| 42 |
YichengYang-Ethan/crypto-return-prediction-kaggle
24-hour crypto return prediction — LightGBM ensemble, 355 assets (HKU Web3 Quant) |
|
Experimental |
| 43 |
chainyo/make-us-rich
Cryptocurrency forecasting 📈 training and serving models made automatic |
|
Experimental |
| 44 |
jesusgraterol/binance-futures-dataset-builder
The dataset builder script extracts the most relevant market data straight... |
|
Experimental |
| 45 |
avijit-jana/bitcoin-sentiment-trader-performance-analysis
Explore how Bitcoin market sentiment influences trader behavior and... |
|
Experimental |
| 46 |
albert-espin/bitcoin-prediction
Bitcoin Price Prediction using Recurrent Neural Networks |
|
Experimental |
| 47 |
IndraLawliet13/cryptoPredict
Python-based BTCUSDT trading research project with data collection, model... |
|
Experimental |
| 48 |
HaidaQuant/Ethereum-Price-Prediction
This project aims to predict the future price of Ethereum using various... |
|
Experimental |
| 49 |
KeneanDita/Cryptocurrency-Price-Predictor-using-Time-Series-data
A Flask web application that predicts tomorrow's closing prices for... |
|
Experimental |
| 50 |
bszek213/CryptoML
deep learning for time series cryptocurrency trading |
|
Experimental |
| 51 |
kunalG98/Bitcoin-price-Prediction-using-LSTM-master
This python script predicts the price of bitcoin using LSTM neural network |
|
Experimental |
| 52 |
KeneanDita/SentriX
A minimal machine learning project that analyzes and predicts cryptocurrency... |
|
Experimental |
| 53 |
arjun-krishna1/BitHolmes
The game is afoot, Bitcoin! |
|
Experimental |
| 54 |
mltrev23/crypto-prediction-subnet
Bittensor Subnet for crypto prediction, including TAO, BTC, ETH so on... |
|
Experimental |
| 55 |
onuratakan/bitcoin_price_prediction
This project tries to prediction the bitcoin price with machine and deep learning. |
|
Experimental |
| 56 |
aandrewwilson11/crypto-historical-prices-dashboard
📊 Analyze eight years of cryptocurrency data to identify price trends and... |
|
Experimental |
| 57 |
VictorHoffmann1/ENS-Challenge-Data-Cryptocurrency-Clusters
This challenge organized by ENS Ulm and Collège de France was about... |
|
Experimental |
| 58 |
shervinnd/bitcoin-price-prediction-ML-DL
Predict Bitcoin prices with ML & DL models! 📈 Uses Ridge, Lasso, Random... |
|
Experimental |
| 59 |
mirzayasirabdullahbaig07/Ethereum-ETH-USDT-Price-Forecasting-using-ARIMA
A time series forecasting project that applies the ARIMA (AutoRegressive... |
|
Experimental |
| 60 |
cyberfantics/bitcoin-price-prediction
A deep learning-based web app for predicting future Bitcoin prices using... |
|
Experimental |
| 61 |
AitzazTahirCh/Cryptocurrency-Prediction-upto-30-days
This repo contains web application for Cryptocurrency prediction upto 30... |
|
Experimental |
| 62 |
MAYANK12-WQ/-Dogecoin-Price-Prediction-using-Machine-Learning-
Cryptocurrency price prediction using ensemble ML methods — LSTM, GRU,... |
|
Experimental |
| 63 |
Furkan-Demircan/BTC-Price-Prediction-Lineer-Regression-
Bitcoin Price Prediction With AI Using Lineer Regression |
|
Experimental |
| 64 |
ES7/BTC-Predictor
In this repository, I have developed a BTC price prediction model using... |
|
Experimental |
| 65 |
MainakRepositor/Crypton-X
Cryptocurrency market cap-price prediction and visualization web app |
|
Experimental |
| 66 |
PelleNybe/CryptoPsCryptoFortuneTeller
🔮 Crypto P's Crypto Fortune Teller – A psychedelic cosmic circus of... |
|
Experimental |
| 67 |
hanzopgp/LSTMCryptoPricePrediction
TensorFlow LSTM neural networks which predict cryptocurrencies future... |
|
Experimental |
| 68 |
Ares-Infenus/xgboost-financial-predictor
End-to-end ML pipeline that predicts BTC/USDT price direction (4h horizon)... |
|
Experimental |
| 69 |
cawfree/crypto-lstm-3
💵 Using word2vec to predict trends in cryptocurrency. |
|
Experimental |
| 70 |
Hvllvix/bitcoin-predictor
This project implements an end-to-end machine learning workflow to predict... |
|
Experimental |
| 71 |
Alyson145/BTC_ETH_Price_Prediction_Model
⚡ Predict hourly Bitcoin and Ethereum prices with this LSTM-based model... |
|
Experimental |
| 72 |
vishal48-tech/Crypto-Volatility
CryptoVol AI is a Machine Learning application built to predict... |
|
Experimental |
| 73 |
instanetk/1btc1btc
1BTC1BTC is a digital art project exploring Bitcoin as its own unit of... |
|
Experimental |
| 74 |
bernielxy/arcblock-hackthon-stargazer
Predict price of cryptocurrencies in a more reasonable way, which combines... |
|
Experimental |
| 75 |
Outlier1217/BTC_ETH_Price_Prediction_Model
LSTM-based hourly price prediction model for Bitcoin & Ethereum using... |
|
Experimental |
| 76 |
garcane/Ethereum-Prediction-ML
A machine learning project that predicts the future price of Ethereum (ETH)... |
|
Experimental |
| 77 |
AlexHuc/OHLCV-technical-analysis
OHLCV Technical Analysis automates chart pattern recognition using deep... |
|
Experimental |
| 78 |
ASherjil/Cryptocurrency-Price-Prediction
Predicting Bitcoin closing prices using deep learning models (GRU, LSTM,... |
|
Experimental |
| 79 |
shervinnd/BTC_Close_Price_predict_Ml
Predicting the price of Bitcoin closes with machine learning method and... |
|
Experimental |
| 80 |
rohan-paul/Bitcoin_Price_Prediction_with_LSTM
Bitcoin_Price_Prediction_with_LSTM - Code for my YouTube Video |
|
Experimental |
| 81 |
MuhammadHilmyPutraRisma/bitcoin-arima-forecast
Python code for forecasting Bitcoin prices using the ARIMA model. The... |
|
Experimental |
| 82 |
ourendingdays/AI-in-Finance
In this project, analysis and prediction of the bitcoin price was carried... |
|
Experimental |
| 83 |
oneashkan/Online_BTC
Bitcoin price forecasting using artificial intelligence |
|
Experimental |