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Software Impacts's Projects

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RL Reach is a platform for running reproducible reinforcement learning experiments.

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ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis

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Code used for analysis of tabular CDR3 T-Cell Receptor Sequencing Data. Includes functions for Jensen-Shannon Divergence, Clonality, CD4/CD8 sort disambiguation, and alloreactivity determination from matched unstimulated and stimulated samples, with adjustable sensitivity thresholds.

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LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms

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The codes have been provided to support the article "Novel implicit-trust-network-based recommendation methodology", which has been published in Expert Systems With Applications. This algorithmic framework is abbreviated to ITNRM. It first generates implicit trust networks to find users' trustees or neighbors. And a novel recommendation methodology is implemented to find suitable items closed to the users' preferences. Finally, datasets, i.e., MovieLens, Ciao, and FilmTrust are used for experiments.

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[Official Codes] CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems (SIGIR2022)

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CoBaseTRS, or Control Optimisation Baselines for Tidal Range Structures (TRS), contains six optimisation baselines for the real-time (and upper bound estimate) control of TRS.

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This repository is created as part of our collaborative research on development of an integrated LSTM framework for solving sequential data modeling problems.

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OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving

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A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants

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SMIRK is an experimental pedestrian emergency breaking ADAS facilitating research on quality assurance of critical components that rely on machine learning.

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