irhum/esmjax

Stars
14
Rank 1,394,987 (Top 29 %)
Language
Python
License
MIT License
Created over 1 year ago
Updated over 1 year ago

irhum/esmjax

irhum

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ESM2 protein language models in JAX/Flax

R2Plus1D-PyTorch

PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

coglinker

LLM-powered Q/A over arXiv preprints

hyena

JAX/Flax implementation of the Hyena Hierarchy

Jupyter Notebook

superlets

Superlets algorithm for time-frequency analysis implemented in JAX/Python

TopoChains.jl

A flexible data structure for multi-input multi-output models

LSTM-Embedded-Reber-Grammar-Detector

Scripts that generate words following Embedded Reber Grammar, generate another batch that look similar to but do not follow the grammar, and to train an RNN with LSTM cells to differentiate between the two.

capstone

deepIEmidi

An implementation of the paper "Deep Interactive Evolution", using a pretrained VAE for MIDI data.

Jupyter Notebook