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Hey there! I'm Eli Simhayev.

My interests are Time Series and Deep Learning. These days, I'm working on Deep Learning in Neuroscience. In my free time, I like to practice Vipassana meditation 🙂

linux python pytorch

Eli Simhayev's Projects

moabb icon moabb

Mother of All BCI Benchmarks

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

optimized-mc-dropout-using-drl icon optimized-mc-dropout-using-drl

Model MC-dropout in a Deep Reinforcement Learning (DRL) framework, to find the optimial passes needed for producing predefined confidence level.

papers icon papers

papers I read and influenced by

piven icon piven

Official implementation of the paper "PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction" by Eli Simhayev, Gilad Katz and Lior Rokach.

pyod icon pyod

(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

rio-paper icon rio-paper

Code and supporting materials for the ICLR 2020 RIO paper

transfer-learning-in-rl icon transfer-learning-in-rl

design a reinforcement learning algorithm that leverages prior experience to figure out how to solve new tasks quickly

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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