金融时间序列（预测分析 / 相似度 / 数据处理）
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Jul 10, 2024 - Jupyter Notebook
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financial-prediction
Here are 12 public repositories matching this topic...
This repository implements an XGBoost model for predicting the prices of financial instruments, such as stocks and cryptocurrencies. Using gradient boosting techniques, it aims to capture patterns in price movements, enhancing prediction accuracy across various datasets.
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Dec 22, 2024 - Python
Self-healing MLOps pipeline for bankruptcy prediction: Airflow DAGs, MLflow registry, Evidently drift-triggered retraining, Terraform on AWS.
python docker aws machine-learning airflow ai monitoring deep-learning terraform scikit-learn ci-cd data-engineering mlops mlflow model-monitoring data-drift evidently mlops-zoomcamp financial-prediction auto-retraining
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Aug 12, 2026 - Jupyter Notebook
Predicting financial time series with Long Short-Term Memory (LSTM) networks.
python deep-learning lstm neural-networks stock-price-prediction quantitative-finance price-prediction time-series-forecasting financial-prediction
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Dec 16, 2024 - Jupyter Notebook
Our startup, Mela, aims to simplify cryptocurrency trading for everyone and provide reliable investment sources while mitigating risks. We aim to design and build a reliable, large-scale trading data pipeline that can run various backtests and store useful artifacts in a robust data warehouse.
apache technical-analysis backtesting-trading-strategies structured-streaming backtesting workflow-orchestration financial-prediction data-pipeline-building databricks-tools enterprise-grade-data-engineering
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Jun 28, 2024 - Jupyter Notebook
End-to-end market capitalization forecasting system using TimeSeriesTransformer, ARIMA and RNN models with automated data pipeline from Yahoo Finance
python machine-learning deep-learning transformers rnn arima yahoo-finance time-series-forecasting market-analysis financial-prediction
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May 27, 2025 - Python
Financial Market Prediction using Regression on Sequential Time-Series | ML Mini Project | Python, Scikit-learn, Pandas | BTech CSE @ BIHER
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Apr 13, 2026 - Python
This repository implements the KNeighbors Regressor (KNN) model for predicting financial instrument prices such as stocks, currencies, and cryptocurrencies. It leverages gradient boosting techniques to improve accuracy by capturing complex patterns in price movements.
stock cryptocurrency gradient-boosting price-prediction financial-prediction kneighbors-regressor currency-price-prediction
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Dec 22, 2024 - Python
Predictive analysis of Hermes and BlackRock financial returns using AR and ARMA models for dynamic portfolio management.
predictive-analytics financial-analysis ar-model time-series-prediction time-series-forecasting arima-forecasting financial-returns hermes-returns blackrock-returns financial-prediction
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Mar 31, 2024 - Jupyter Notebook
This repository implements a WaveNet model for predicting financial instrument prices, such as currencies, stocks, and cryptocurrencies, using advanced AI techniques like gradient boosting to capture intricate patterns in price movements.
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Dec 22, 2024 - Python
AI-powered market prediction platform with complete MLOps pipeline, REST API, Android app, Streamlit dashboard, DVC versioning, and real-time financial insights.
android python data-science machine-learning time-series bitcoin scikit-learn artificial-intelligence stock-market flutter gold silver dvc market-analysis mlops fastapi streamlit end-to-end-project financial-prediction
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May 6, 2026 - Python
Publications and research themes with explicit contribution and disclosure boundaries.
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Jul 30, 2026
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