jlmelville

James Melville's repositories

uwot

An R package implementing the UMAP dimensionality reduction method.

Language:RGPL-3.0317 21 111

smallvis

R package for dimensionality reduction of small datasets

Language:R67 7 4

rcpphnsw

Rcpp bindings for the approximate nearest neighbors library hnswlib

Language:C++GPL-3.034 6 14

sneer

Stochastic Neighbor Embedding Experiments in R

Language:RNOASSERTION14 4 2

snedata

SNE Simulation Dataset Functions

Language:RNOASSERTION11 3 2

drnb

Dimensionality reduction notebooks

Language:Jupyter NotebookMIT10 20

mize

R Package for Unconstrained Numerical Optimization

Language:RNOASSERTION10 4 1

rnndescent

R package implementing the Nearest Neighbor Descent method for approximate nearest neighbors

Language:C++GPL-3.010 3 7

vizier

Visualization of 2D Datasets in R

Language:R6 5 2

funconstrain

R Package of Functions for Testing Unconstrained Numerical Optimization

Language:RNOASSERTION4 30

quadra

R package for QUality Assessment of Dimensonality Reduction Algorithms

Language:RGPL-3.03 20

flotsam

An R package implementing the Local Tangent Space Alignment manifold learning method.

Language:RGPL-3.02 20

mnist

R Project to Download the MNIST Database of Handwritten Digits

Language:RNOASSERTION2 20

coil20

Code to Download the COIL 20 Database of Object Images

Language:R1 20

jlmelville

My personal repository

1 20

rconjgrad

(Non-linear) Conjugate Gradient Optimizer in R with Rasmussen and More-Thuente Line Search

Language:RNOASSERTION1 20

rtsne

An R package for t-SNE (t-Distributed Stochastic Neighbor Embedding)

Language:RGPL-2.01 30

abzexport

Beatunes plugin to export AcousticBrainz audio data for machine learning.

Language:JavaAGPL-3.0020

dbsmoketest

Gradle tasks for smoke testing databases

Language:GroovyMIT020

FIt-SNE

Fast Fourier Transform-accelerated Interpolation-based t-SNE (FIt-SNE)

Language:C++NOASSERTION030

hnsw

Header-only C++/python library for fast approximate nearest neighbors

Language:C++Apache-2.0040

keytocomment-gradle

A simple Beatunes plugin built with Gradle instead of Maven

Language:JavaLGPL-2.1020

keytocomment-kotlin

A beatunes plugin written in Kotlin

Language:KotlinLGPL-2.1020

LargeVis

LargeVis, a C++ program for visualizing high-dimensional data

Language:C++Apache-2.0030

passaas

Simple connexion app demonstrating how to set up testing, configuration, coverage, CI etc.

Language:PythonMIT020

pipelines-python-django

Sample Python Django application for Azure Pipelines docs

Language:PythonCC-BY-4.0020

pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

Language:PythonBSD-2-Clause020

rcppannoy

Rcpp bindings for Annoy

Language:C++GPL-2.0020

trimap

TriMap: Large-scale Dimensionality Reduction Using Triplets

Language:PythonApache-2.0010

umap

Uniform Manifold Approximation and Projection

Language:PythonBSD-3-Clause030