74 results found Sort:

lmcinnes
umap lmcinnes
773
7.1k
bsd-3-clause
127
Uniform Manifold Approximation and Projection
umap visualization machine-learning dimensionality-reduction topological-data-analysis
Created 2017-07-02
1,793 commits to master branch, last one about a month ago
tirthajyoti
Machine-Learning-with-Python tirthajyoti
1.8k
3.0k
bsd-2-clause
157
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
flask numpy pandas pytest clustering matplotlib regression statistics naive-bayes data-science scikit-learn deep-learning random-forest classification decision-trees neural-network machine-learning k-nearest-neighbours artificial-intelligence dimensionality-reduction
Created 2017-07-17
502 commits to master branch, last one about a year ago
seandavi
awesome-single-cell seandavi
929
3.0k
mit
249
Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
python analysis atac-seq cell-cycle clustering single-cell awesome-list rna-seq-data cell-clusters bioinformatics scrna-seq-data gene-expression cell-populations data-integration analysis-pipeline data-visualization rna-seq-experiments cell-differentiation dimensionality-reduction gene-expression-profiles
Created 2016-06-29
743 commits to master branch, last one 2 months ago
benedekrozemberczki
awesome-community-detection benedekrozemberczki
361
2.3k
cc0-1.0
109
A curated list of community detection research papers with implementations.
igraph bigclam deepwalk networkx node2vec embedding clustering data-science deep-learning factorization social-network network-science graph-clustering machine-learning network-analysis network-clustering community-detection matrix-factorization unsupervised-learning dimensionality-reduction
Created 2018-10-10
481 commits to master branch, last one 2 months ago
kk7nc
Text_Classification kk7nc
546
1.8k
mit
74
Text Classification Algorithms: A Survey
deep-learning random-forest decision-trees text-processing rocchio-algorithm boosting-algorithms deep-belief-network deep-neural-network logistic-regression text-classification k-nearest-neighbours nlp-machine-learning naive-bayes-classifier document-classification support-vector-machines dimensionality-reduction conditional-random-fields recurrent-neural-networks convolutional-neural-networks hierarchical-attention-networks
Created 2018-07-06
228 commits to master branch, last one about a year ago
JustGlowing
minisom JustGlowing
415
1.4k
mit
30
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
som clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction
Created 2013-07-03
592 commits to master branch, last one 2 days ago
pavlin-policar
openTSNE pavlin-policar
157
1.4k
bsd-3-clause
22
Extensible, parallel implementations of t-SNE
tsne embedding visualization machine-learning dimensionality-reduction
Created 2018-06-08
691 commits to master branch, last one 8 days ago
benedekrozemberczki
datasets benedekrozemberczki
83
592
mit
14
A repository of pretty cool datasets that I collected for network science and machine learning research.
gcn gnn dataset deepwalk node2vec benchmark graph2vec data-science node-embedding graph-embedding link-prediction network-science machine-learning network-analysis graph-convolution network-embedding community-detection node-classification graph-neural-network dimensionality-reduction
Created 2019-04-07
335 commits to master branch, last one 2 months ago
cvxgrp
pymde cvxgrp
27
522
apache-2.0
10
Minimum-distortion embedding with PyTorch
gpu cuda pytorch embedding visualization feature-vectors graph-embedding machine-learning dimensionality-reduction
Created 2020-11-29
159 commits to main branch, last one 11 months ago
maykulkarni
Machine-Learning-Notebooks maykulkarni
234
468
unknown
16
Machine Learning notebooks for refreshing concepts.
python deep-learning data-processing neural-networks machine-learning model-evaluation regression-models clustering-methods classification-trees data-science-notebook deep-learning-tutorial reinforcement-learning python-machine-learning deep-learning-algorithms dimensionality-reduction machine-learning-tutorials machine-learning-algorithms natural-language-processing
Created 2017-10-30
117 commits to master branch, last one 5 years ago
KrishnaswamyLab
PHATE KrishnaswamyLab
70
454
gpl-2.0
19
PHATE (Potential of Heat-diffusion for Affinity-based Transition Embedding) is a tool for visualizing high dimensional data.
single-cell manifold-learning data-visualization unsupervised-learning dimensionality-reduction
Created 2017-04-05
728 commits to main branch, last one 3 months ago
JuliaStats
MultivariateStats.jl JuliaStats
84
371
other
27
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
cca ica lda mds pca julia regression statistics ols-regression ridge-regression linear-regression isotonic-regression multivariate-statistics dimensionality-reduction
Created 2014-03-12
194 commits to master branch, last one a day ago
PAIR-code
umap-js PAIR-code
30
356
apache-2.0
11
JavaScript implementation of UMAP
umap javascript dimensionality-reduction
Created 2019-02-20
111 commits to main branch, last one 2 years ago
beringresearch
ivis beringresearch
43
319
apache-2.0
13
Dimensionality reduction in very large datasets using Siamese Networks
neural-network machine-learning data-visualization siamese-neural-network dimensionality-reduction
Created 2018-08-13
634 commits to master branch, last one 6 months ago
jlmelville
uwot jlmelville
32
310
gpl-3.0
21
An R package implementing the UMAP dimensionality reduction method.
r umap dimensionality-reduction
Created 2018-06-12
973 commits to master branch, last one 13 days ago
GAA-UAM
scikit-fda GAA-UAM
52
282
bsd-3-clause
9
Functional Data Analysis Python package
curves python python3 scikits alignment functions smoothing clustering regression statistics registration visualization classification machine-learning dimensionality-reduction functional-data-analysis
Created 2017-07-03
3,859 commits to develop branch, last one a day ago
machenslab
dPCA machenslab
89
268
mit
26
An implementation of demixed Principal Component Analysis (a supervised linear dimensionality reduction technique)
matlab python dimensionality-reduction
Created 2014-08-08
80 commits to master branch, last one about a year ago
yuki-koyama
mathtoolbox yuki-koyama
36
252
mit
17
Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen
gpr mds rbf bfgs eigen algorithm optimization interpolation dimensionality-reduction
Created 2018-04-14
596 commits to master branch, last one 2 years ago
koba-jon
pytorch_cpp koba-jon
52
239
mit
13
Deep Learning sample programs using PyTorch in C++
cpp vae yolo dagmm dcgan linux u-net pix2pix pytorch libtorch autoencoder deep-learning object-detection anomaly-detection generative-modeling semantic-segmentation dimensionality-reduction convolutional-autoencoder multiclass-classification image-to-image-translation
Created 2020-03-23
366 commits to master branch, last one 11 months ago
iqiukp
KPCA-MATLAB iqiukp
82
219
unknown
10
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
kpca fault-detection fault-diagnosis dimensionality-reduction
Created 2018-11-09
105 commits to master branch, last one 2 years ago
syamkakarla98
Hyperspectral_Image_Analysis_Simplified syamkakarla98
48
217
gpl-3.0
1
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
pandas plotly python python3 turorial tensorflow data-science data-analysis hacktoberfest hyperspectral classification remote-sensing machine-learning satellite-images matplotlib-pyplot satellite-imagery hyperspectral-images indian-pines-dataset dimensionality-reduction hyperspectral-image-classification
Created 2019-12-13
60 commits to master branch, last one 2 years ago
wilsonjr
humap wilsonjr
8
211
bsd-3-clause
5
Hierarchical Uniform Manifold Approximation and Projection
visualization machine-learning dimensionality-reduction
Created 2020-11-20
246 commits to master branch, last one 9 months ago
snrazavi
Machine_Learning_2018 snrazavi
103
203
unknown
30
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
pca python clustering regression classification backpropagation neural-networks gradient-descent machine-learning anomaly-detection linear-regression recommender-system logistic-regression supervised-learning support-vector-machines dimensionality-reduction unsupervised-machine-learning
Created 2018-10-16
94 commits to master branch, last one 2 years ago
danaugrs
go-tsne danaugrs
24
202
bsd-3-clause
12
t-Distributed Stochastic Neighbor Embedding (t-SNE) in Go
3d go tsne data-science visualization machine-learning unsupervised-learning dimensionality-reduction
Created 2018-09-03
33 commits to master branch, last one 2 years ago
benedekrozemberczki
DANMF benedekrozemberczki
40
201
gpl-3.0
10
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
nmf cikm mnmf danmf gemsec sklearn deepwalk node2vec word2vec embedding clustering autoencoder data-science deep-learning node-embedding machine-learning coordinate-descent community-detection unsupervised-learning dimensionality-reduction
Created 2018-11-22
76 commits to master branch, last one about a year ago
dpeerlab
Palantir dpeerlab
45
195
gpl-2.0
9
Single cell trajectory detection
scrna-seq markov-chain diffusion-maps differentiation manifold-learning scrna-seq-analysis single-cell-genomics cell-fate-transitions trajectory-generation dimensionality-reduction
Created 2017-11-22
264 commits to master branch, last one 22 hours ago
PacktWorkshops
The-Data-Science-Workshop PacktWorkshops
204
188
mit
21
A New, Interactive Approach to Learning Data Science
python regression datascience random-forest clusteranalysis data-preparation machine-learning ensemble-learning- feature-engineering binaryclassification hyperparameter-tuning- dimensionality-reduction machine-learning-pipelines
Created 2019-10-14
656 commits to master branch, last one 3 years ago
YttriLab
B-SOID YttriLab
51
176
gpl-3.0
12
Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is a pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behav...
sleap openpose deeplabcut neuroscience umap-hdbscan behavior-analysis discover-behaviors dimensionality-reduction unsupervised-learning-algorithm
Created 2019-07-12
310 commits to master branch, last one about a year ago
fcomitani
simpsom fcomitani
38
155
gpl-3.0
2
Python library for Self-Organizing Maps
python kohonen clustering self-organizing-map dimensionality-reduction
Created 2017-05-12
202 commits to main branch, last one 10 months ago
jgraving
selfsne jgraving
13
153
apache-2.0
31
Self-Supervised Noise Embeddings (Self-SNE)
clustering deep-learning embedding-models machine-learning contrastive-learning dimensionality-reduction self-supervised-learning
Created 2020-07-18
322 commits to main branch, last one a day ago