Brian Muhia's repositories

dl-studies

Notebooks and notes on data-driven experiments derived from my studies with fast.ai's courses.

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book-dataset

This dataset contains 207,572 books from the Amazon.com, Inc. marketplace.

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chaitin-ait

Implementation of Chaitin's Lisp from 1995's The Limits of Mathematics -- Tutorial Version https://arxiv.org/abs/chao-dyn/9509010

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cmix

cmix is a lossless data compression program aimed at optimizing compression ratio at the cost of high CPU/memory usage.

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cocohub-pybossa-theme

Basic PyBossa Theme for the COCOHub crowdsourced translation community

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covid19africa

Africa open COVID-19 data working group

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eirli

An Empirical Investigation of Representation Learning for Imitation (EIRLI), NeurIPS'21

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enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

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fastai

The fast.ai deep learning library, lessons, and tutorials

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fastai2

Temporary home for fastai v2 while it's being developed

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fastai_notes

Fellow fast.ai classmate @binga's classnotes, experiments, reproducible notebooks from fast.ai Deep Learning Class (v2)

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fastai_part_2

Fast.AI part 2 notes: Object Detection, Language Models, Image Segmentation, GANs

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imitation

Clean PyTorch implementations of imitation learning algorithms

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IndabaX

Materials for IndabaX

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masakhane-community

All our community docs! Start here! Lets put Afrca on the NLP Map

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masakhane-mt

Machine Translation for Africa

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metacademy-content

content repository for metacademy.org

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minerl-basalt-competition

Competition submission for mineRL BASALT 2021 competition

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pgloader

Loading data into PostgreSQL

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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SummerSinger

Music player written in Elixir

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Syft

Homomorphically Encrypted Deep Learning Library

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terminology-server

An UNMAINTAINED historical effort to create a SNOMED terminology server

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The-Values-Encoded-in-Machine-Learning-Research

Data and Code for "The Values Encoded in Machine Learning Research"

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transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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visualising-visual-semantic-embedding

Example Distill article repository—clone, rename, start writing!

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WorldModels.jl

WIP - Buggy and/or incomplete Implementation of recurrent world models in Julia - FluxML and POMDPs.jl

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