FastICA blind source separation for microscopy images with BM3D denoising and ICASSO robustness analysis
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Feb 16, 2026 - MATLAB
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Fast implementations of FastICA and DUET for blind source separation
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Dec 9, 2024 - Julia
A class research project on independent component analysis (ICA) and FastICA for Matrix Analysis for Signal Processing and Machine Learning (ECE 599) course at Oregon State University.
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Oct 3, 2021 - TeX
C implementation of FastICA algorithm
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Aug 31, 2022 - Jupyter Notebook
Implementation of FastICA algorithm for PULP platform
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Jun 2, 2023 - C
An implementation of the fastICA algorithm for the cocktail party problem
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Dec 12, 2023 - Jupyter Notebook
Explore machine learning for automotive testing optimization. Predictive analytics to reduce testing time and environmental impact.
numpy pandas xgboost pca elasticnet extratreesregressor model-pipeline fastica randomforestregressor svr-regression-prediction
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Jan 12, 2024 - Python
Прогнозирование температуры звезд с применением нейронных сетей.
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Nov 23, 2025 - Jupyter Notebook
Project used to split N mixed audio files into N separated independent audio files. This project uses FastICA algorthm.
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Oct 3, 2023 - Python
Code for 'Estimating Treatment Effects with Independent Component Analysis' (arXiv:2507.16467)
econometrics monte-carlo-simulation causal-inference ica independent-component-analysis semiparametric-estimation fastica treatment-effect-estimation double-machine-learning debiased-machine-learning orthogonal-machine-learning partially-linear-model
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Mar 3, 2026 - Python
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