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Kengo's Projects

alibi icon alibi

Algorithms for explaining machine learning models

alibi-detect icon alibi-detect

Algorithms for outlier, adversarial and drift detection

data icon data

Data and code behind the stories and interactives at FiveThirtyEight

dm_project icon dm_project

Final Project for Data Mining (IE500) at the University of Mannheim

fantasy-basketball icon fantasy-basketball

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm

fantasy-ga icon fantasy-ga

Genetic algorithm library to generate daily fantasy sports lineups

hera icon hera

Hera is an Argo Python SDK. Hera aims to make construction and submission of various Argo Project resources easy and accessible to everyone! Hera abstracts away low-level setup details while still maintaining a consistent vocabulary with Argo. ⭐️ Star the repo if you like it!

hyperbolic_nn icon hyperbolic_nn

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

micrograd icon micrograd

A tiny autograd engine and a neural net library on top of it, potentially for educational purposes

minkowski icon minkowski

Skip-gram word embeddings in hyperbolic space

mlserver icon mlserver

An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

nns-glove icon nns-glove

GloVe model for distributed word representation

poincare_glove icon poincare_glove

Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper

seldon-core icon seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

spatial-analysis-london-latex icon spatial-analysis-london-latex

Latex files for Economics Honours Dissertatin 2018-19: "A Spatial Analysis of Housing Prices and Supermarket Amenities in London". Pushed from Overleaf.

spond icon spond

A python library for aligning conceptual systems.

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