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Irhum Shafkat's Projects

captoken icon captoken

Tokenizer more closely modeling a keyboard

deepiemidi icon deepiemidi

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

esmjax icon esmjax

ESM2 protein language models in JAX/Flax

graphflux.jl icon graphflux.jl

A (very) experimental Graph Neural Networks library in Julia

hyena icon hyena

JAX/Flax implementation of the Hyena Hierarchy

julia icon julia

The Julia Language: A fresh approach to technical computing.

lfads icon lfads

Implementation of LFADS in JAX/Haiku

lstm-embedded-reber-grammar-detector icon 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.

monophase icon monophase

A one-column minimal responsive Jekyll blog theme

r2plus1d-pytorch icon r2plus1d-pytorch

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

resnet18-flask icon resnet18-flask

A PyTorch implementation of a standard ResNet-18 network, served with Flask

superlets icon superlets

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

topochains.jl icon topochains.jl

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

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