James Melville (@jlmelville)
github

jlmelville

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  • Stars
    star
    490
  • Global Rank 58,866 (Top 3 %)
  • Followers 105
  • Following 28
  • Registered over 12 years ago
  • Most used languages
    R
         80.0 %
    C++
         13.3 %
    Jupyter Notebook
         6.7 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 15,717
  • Country Ranking
    R
         120
    C++
         4,301
    Jupyter Notebook
         8,587

Top repositories

1

uwot

An R package implementing the UMAP dimensionality reduction method.
R
313
star
2

smallvis

R package for dimensionality reduction of small datasets
R
67
star
3

rcpphnsw

Rcpp bindings for the approximate nearest neighbors library hnswlib
C++
34
star
4

sneer

Stochastic Neighbor Embedding Experiments in R
R
14
star
5

snedata

SNE Simulation Dataset Functions
R
11
star
6

drnb

Dimensionality reduction notebooks
Jupyter Notebook
10
star
7

mize

R Package for Unconstrained Numerical Optimization
R
10
star
8

rnndescent

R package implementing the Nearest Neighbor Descent method for approximate nearest neighbors
C++
10
star
9

vizier

Visualization of 2D Datasets in R
R
6
star
10

funconstrain

R Package of Functions for Testing Unconstrained Numerical Optimization
R
4
star
11

quadra

R package for QUality Assessment of Dimensonality Reduction Algorithms
R
3
star
12

mnist

R Project to Download the MNIST Database of Handwritten Digits
R
2
star
13

flotsam

An R package implementing the Local Tangent Space Alignment manifold learning method.
R
2
star
14

jlmelville

My personal repository
1
star
15

rconjgrad

(Non-linear) Conjugate Gradient Optimizer in R with Rasmussen and More-Thuente Line Search
R
1
star
16

coil20

Code to Download the COIL 20 Database of Object Images
R
1
star