doerlbh Goto Github PK

• 🌱 Studied machine learning, applied mathematics, neuroscience and psychology
• 🎓 PhD at Columbia University, with MS and BS+BA from UW
• ⚡ Spent fun time at IBM, Google, Microsoft, Amazon and BGI
• 🐽 Into music, skateboard, aikido, karate and DIY
• 👀 Visit www.neuroinference.com for more information

• [Lin, CEC 2022; Lin & Bouneffouf, FUZZ 2022] BanditZoo: Python library for bandits and RL in real-world environments
• [to come] x2paper: Python-based academic reference and note management system with relational database
• [Lin, IJCAI 2020] Virtual2Real: Python-based real-time augmented reality with projectively realistic projection of webcam streams
• [Lin, HBAI 2020; Entropy 2022] UAM: Python-based neural network normalization module with regularity constraints
• [Lin & Zhang, INTERSPEECH 2020; ACML 2021] VoiceID-on-the-fly: Matlab/Javascript-based speaker diarization system that learns from scratch
• [Lin, AJCAI 2020] BerlinUCB: Matlab-based contextual bandit with self-supervision for semi-supervised online learning
• [Lin et al., AAMAS 2020] MentalRL: Python-based reinforcement learning agents with mental disorder propensities
• [Lin et al., arXiv 2020] DilemmaRL: Python-based multi-agent reinforcement learning in iterated prisoner's dilemma
• [Lin et al., IJCNN 2022; PLOS ONE 2022] HumanLSTM: Python-based prediction of human decision making with recurrent neural networks
• [Lin et al., ISMB 2019; arXiv 2022] scTSA: Python-based topological simplicial analysis of single-cell RNA sequencing data
• [Lin et al., ICDMW 2018] ABaCoDE: Matlab-based deep feature extraction with adaptive routing
• [Lin & Kriegeskorte, arXiv 2018] AGTIC: Matlab-based adaptive independence criterion with geo-topological transform
• [Lin et al., NeuroFutures 2016] PatchProcessor: Java-based GUI for patchiness analysis of Immunohistochemistry slices of rat brains
• [Lin et al., UW Research Symposium 2015] QuantiPatch: Java-based patch index computation of ocular dominance columns of rat brains

• [Lin et al., CCN 2019] RSAToolbox: Python library for Representational Similarity Analysis

🔥 There are a lot more to come this year! Stay tuned and Happy coding~