├── LDS └── emLDS.py ├── LICENSE ├── OC_NDPLVM ├── length_exper.py ├── model_momentum.py └── utils.py ├── README.md ├── VBGMR ├── DPMMRegressor.py ├── README.md └── dataGenerationRegression.py ├── VBSFA ├── A note on variational Bayesian factor analysis.pdf ├── DataGeneration.m ├── DataGeneration_MultiMode.m ├── README.md ├── SoftSensor_S_VBSFA.m ├── SoftSensor_S_VBSFA_Methanation.m ├── SoftSensor_VBSFA.m └── TotalData.mat └── VBSFA_python ├── README.md ├── StreamingVariationalBayes.py └── VBSFAInferentialSensor.py /LDS/emLDS.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/LDS/emLDS.py -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/LICENSE -------------------------------------------------------------------------------- /OC_NDPLVM/length_exper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/OC_NDPLVM/length_exper.py -------------------------------------------------------------------------------- /OC_NDPLVM/model_momentum.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/OC_NDPLVM/model_momentum.py -------------------------------------------------------------------------------- /OC_NDPLVM/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/OC_NDPLVM/utils.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/README.md -------------------------------------------------------------------------------- /VBGMR/DPMMRegressor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBGMR/DPMMRegressor.py -------------------------------------------------------------------------------- /VBGMR/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBGMR/README.md -------------------------------------------------------------------------------- /VBGMR/dataGenerationRegression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBGMR/dataGenerationRegression.py -------------------------------------------------------------------------------- /VBSFA/A note on variational Bayesian factor analysis.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/A note on variational Bayesian factor analysis.pdf -------------------------------------------------------------------------------- /VBSFA/DataGeneration.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/DataGeneration.m -------------------------------------------------------------------------------- /VBSFA/DataGeneration_MultiMode.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/DataGeneration_MultiMode.m -------------------------------------------------------------------------------- /VBSFA/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/README.md -------------------------------------------------------------------------------- /VBSFA/SoftSensor_S_VBSFA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/SoftSensor_S_VBSFA.m -------------------------------------------------------------------------------- /VBSFA/SoftSensor_S_VBSFA_Methanation.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/SoftSensor_S_VBSFA_Methanation.m -------------------------------------------------------------------------------- /VBSFA/SoftSensor_VBSFA.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/SoftSensor_VBSFA.m -------------------------------------------------------------------------------- /VBSFA/TotalData.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA/TotalData.mat -------------------------------------------------------------------------------- /VBSFA_python/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA_python/README.md -------------------------------------------------------------------------------- /VBSFA_python/StreamingVariationalBayes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA_python/StreamingVariationalBayes.py -------------------------------------------------------------------------------- /VBSFA_python/VBSFAInferentialSensor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JustusvLiebig/Inferential_Sensor_Experiment/HEAD/VBSFA_python/VBSFAInferentialSensor.py --------------------------------------------------------------------------------