tensorflow keras lstm gru ensemble stock-price-forecasting trade-bot rainbow-dqn real-time-prediction
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Nov 8, 2025 - Python
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real-time-prediction
Here are 11 public repositories matching this topic...
Build a production ready Machine Learning service for real-time prediction using FastAPI
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Jul 20, 2022 - Python
Advanced ML system for stock market prediction with real-time data and multiple algorithms
python docker machine-learning xgboost hyperparameter-optimization lightgbm ensemble-learning trading-algorithms quantitative-finance feature-engineering risk-management stock-market-prediction fastapi ml-pipeline streamlit yfinance real-time-prediction
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Jun 4, 2025 - Python
Hosting tensorflow keras model using FastAPI. Provide users to upload their own images and call the model to make real time prediction.
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Apr 17, 2021 - Python
This repository contains the coding materials to reproduce the learning error curves of the paper "How Does Data Freshness Affect Real-time Supervised Learning ?".
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Sep 19, 2022 - Python
The project uses computer vision and machine learning to translate sign language gestures into text, MediaPipe detects handprints, and Random Forest Classifier predicts characters in real time. It recognizes all 26 letters of the English alphabet, providing an intuitive interface to improve communication for people who need to use sign language.
machine-learning computer-vision human-computer-interaction random-forest-classifier hand-gesture-recognition sign-language-translation mediapipe real-time-prediction english-alphabet-recognition
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Dec 26, 2024 - Python
Ensemble Deep Random Vector Functional Link with Skip Connections (edRVFL-SC) No GPU required • 100× faster training
regression time-series-analysis resource-constrained-ml ensemble-methods edge-ai efficient-neural-networks real-time-prediction iot-machine-learning energy-efficient-ai gpu-free-machine-learning cpu-only-deep-learning fast-training-algorithms non-iterative-learning lightweight-deep-learning
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Jul 18, 2025 - Python
This project centers around two primary aspects: the development of a model for the recognition of American Sign Language (ASL) gestures utilizing a dataset, and the real-time prediction of gestures via a camera feed, accompanied by the conversion of these predictions into spoken language.
computer-vision deep-learning image-processing hand-gesture-recognition mediapipe real-time-prediction gtts-library cnn-model-training
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Aug 24, 2023 - Python
Built and deployed a Flask-based machine learning system to predict loan default risk using customer demographics and financial indicators. Applied advanced ensemble models like XGBoost and LightGBM to achieve ~99% accuracy. Designed a full-stack solution with real-time prediction capabilities, enabling faster, smarter loan decisions in banking.
machine-learning scikit-learn xgboost lightgbm ensemble-learning predictive-modeling risk-assessment loan-default-prediction model-deployment python-project flask-webapp model-interpretability real-time-prediction loan-risk-analysis loan-approval-system banking-analytics financial-predictions credit-risk-modeling web-based-ml pickle-model
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May 24, 2025 - Python
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Jun 22, 2023 - Python
American Sign Language recognition using several machine learning models and comparing model performances to Convolutional Neural Network
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Jun 22, 2023 - Python
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