Kengo's repositories
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
Genetic algorithm library to generate daily fantasy sports lineups
dm_project
Final Project for Data Mining (IE500) at the University of Mannheim
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.
alibi
Algorithms for explaining machine learning models
alibi-detect
Algorithms for outlier, adversarial and drift detection
argo-workflows
Workflow Engine for Kubernetes
data
Data and code behind the stories and interactives at FiveThirtyEight
DeepPlayByPlay
Labelling NBA action using deep learning :basketball:
hyperbolic_nn
Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112
machine-learning
Content for Udacity's Machine Learning Engineer Nanodegree.
micrograd
A tiny autograd engine and a neural net library on top of it, potentially for educational purposes
seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
gitops-engine
Democratizing GitOps
helm-charts
Seldon Helm Charts
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!
kubeflow-testing
Test infrastructure and tooling for Kubeflow.
kubernetes
Production-Grade Container Scheduling and Management
minkowski
Skip-gram word embeddings in hyperbolic space
ml-system-design-pattern
System design patterns for machine learning
MLServer
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
NNS-GloVe
GloVe model for distributed word representation
poincare_glove
Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper
seldon-models
seldon-models
spond
A python library for aligning conceptual systems.