doerlbh

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Baihan Lin doerlbh

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Design codes of life~

41 followers · 17 following

Columbia University
New York, NY
https://www.baihan.org
@doerlbh

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doerlbh/README.md

Hi there! Welcome to my open-source deep space 👋

📖 About me

🌱 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

🚀 GitHub Projects

As the owner

[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

As a main contributor

[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~

Pinned

UnsupervisedAttentionMechanism UnsupervisedAttentionMechanism Public

Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".

Jupyter Notebook 21 4
BanditZoo BanditZoo Public

Python library of bandits and RL agents in different real-world environments

Python 7 4
mentalRL mentalRL Public

Code for our AAMAS 2020 paper: "A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry".

Jupyter Notebook 24 7
rsagroup/rsatoolbox rsagroup/rsatoolbox Public

Python library for Representational Similarity Analysis

Python 153 35
V2R V2R Public

Code for our IJCAI 2020 paper: "Keep It Real: a Window to Real Reality in Virtual Reality".

Python 21 5
MiniVox MiniVox Public

Code for our ACML and INTERSPEECH papers: "Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox".

Cuda 25 5