hybrid-models 开源项目推荐（51 个）

NVlabs /MambaVision

[CVPR 2025] MambaVision的PyTorch官方实施：Mamba-Transformer混合视觉主干

MarineRoboticsGroup /dcsam

Factored inference for discrete-continuous smoothing and mapping.

sagizty /Multi-Stage-Hybrid-Transformer

Official release of MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer IEEE JBHI https://ieeexplore.ieee.org/document/10006398

e271828e /Flight.jl

A high-performance, extensible aircraft GNC framework for Julia

AMD-AGI /AMD-Hybrid-Models

Official repo for AMD hybrid models training and inference workflow

elifyilmaz2027 /traffic_flow_forecasting_methods

The repository gives case studies on short-term traffic flow forecasting strategies within the scope of my master thesis.

se-schmitt /MLThermoProperties.jl

Hybrid ML models for thermodynamic property prediction

technion-cs-nlp /BetaReconstruct

Ancestral sequence reconstruction using generative models

sschlenkrich /HybridMonteCarlo

Monte Carlo simulation for financial instruments.

kirillTerra /split-prefill

Separating the attention and recurrent memory channels of hybrid language models

MSD-IRIMAS /COCALITE

COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series Classification

dmitrykazhdan /GP-DNN-Hybrids

Using Gaussian Processes for Deep Neural Network Predictive Uncertainty Estimation

statefullm /lim

Stateful local LLM inference manager with persistent KV-cache, native filesystem tools, and instant undo: built in C++ on llama.cpp

umitkacar /time-series-ensemble-toolkit

Production-grade ensemble framework combining XGBoost, PyTorch & Sklearn - 70%+ test coverage with Optuna optimization for time-series prediction

relmonta /hyphai

Source code for the paper "HyPhAICC v1.0: a hybrid physics–AI approach for probability fields advection shown through an application to cloud cover nowcasting".

GurnaikLall /Kaggle-Time-Series

Time Series Forecasting using Linear Regression, Trend, Seasonality, Hybrid models

abhipatel35 /MovieMatcher-Movie-Recommender-System

A robust movie recommendation system using the MovieLens dataset, employing Collaborative Filtering, Matrix Factorization, and Hybrid Models to enhance recommendation accuracy and diversity.

mevlt01001 /LADA-Detection

This repository enables training Ultralytics object detection models with the anchor-free LADA assignment algorithm and DFL-based regression. Multi-model feature fusion, joint training, and hybrid inference are also supported.

piezzy /hybrid-lstm-xgboost-portfolio-optimizer

Hybrid LSTM-XGBoost model for stock return prediction and portfolio optimization with backtesting and Explainable AI.

Harshyadv /Final_Semester_Research_QCNN_vs_ResNet

Final semester research paper analyzing Quantum CNNs vs. ResNet-50 for medical image classification, developed under deadline pressure using AI-assisted coding tools and neural architecture optimizers. Submitted as coursework to demonstrate quantum-classical hybrid vs. traditional CNN efficacy in diagnostic imaging.