79 results found Sort:

lmcinnes
umap lmcinnes
808
7.5k
bsd-3-clause
127
Uniform Manifold Approximation and Projection
umap visualization machine-learning dimensionality-reduction topological-data-analysis
Created 2017-07-02
1,857 commits to master branch, last one 16 days ago
seandavi
awesome-single-cell seandavi
988
3.2k
mit
248
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
791 commits to master branch, last one 6 days ago
tirthajyoti
Machine-Learning-with-Python tirthajyoti
1.8k
3.1k
bsd-2-clause
158
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 2 years ago
benedekrozemberczki
awesome-community-detection benedekrozemberczki
362
2.3k
cc0-1.0
110
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 8 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
230 commits to master branch, last one about a month ago
pavlin-policar
openTSNE pavlin-policar
164
1.5k
bsd-3-clause
22
Extensible, parallel implementations of t-SNE
tsne embedding visualization machine-learning dimensionality-reduction
Created 2018-06-08
696 commits to master branch, last one 27 days ago
JustGlowing
minisom JustGlowing
426
1.5k
mit
31
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
som kohonen clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction
Created 2013-07-03
612 commits to master branch, last one 20 days ago
benedekrozemberczki
datasets benedekrozemberczki
84
611
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 8 months ago
cvxgrp
pymde cvxgrp
27
537
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 about a year ago
maykulkarni
Machine-Learning-Notebooks maykulkarni
244
497
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 6 years ago
KrishnaswamyLab
PHATE KrishnaswamyLab
75
475
other
18
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
730 commits to main branch, last one about a month ago
PAIR-code
umap-js PAIR-code
32
382
apache-2.0
11
JavaScript implementation of UMAP
umap javascript dimensionality-reduction
Created 2019-02-20
115 commits to main branch, last one 5 months ago
JuliaStats
MultivariateStats.jl JuliaStats
86
379
other
28
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
197 commits to master branch, last one 5 months ago
beringresearch
ivis beringresearch
43
331
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
584 commits to master branch, last one about a month ago
jlmelville
uwot jlmelville
31
321
gpl-3.0
21
An R package implementing the UMAP dimensionality reduction method.
r umap dimensionality-reduction
Created 2018-06-12
976 commits to master branch, last one 2 months ago
GAA-UAM
scikit-fda GAA-UAM
58
306
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
3,911 commits to develop branch, last one 27 days ago
machenslab
dPCA machenslab
94
280
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 2 years ago
yuki-koyama
mathtoolbox yuki-koyama
36
266
mit
18
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
248
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 about a year ago
iqiukp
KPCA-MATLAB iqiukp
80
235
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
wilsonjr
humap wilsonjr
8
233
bsd-3-clause
5
Hierarchical Uniform Manifold Approximation and Projection
visualization machine-learning dimensionality-reduction
Created 2020-11-20
248 commits to master branch, last one about a month ago
syamkakarla98
Hyperspectral_Image_Analysis_Simplified syamkakarla98
48
227
gpl-3.0
2
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 3 years ago
dpeerlab
Palantir dpeerlab
52
223
gpl-2.0
11
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
273 commits to master branch, last one a day ago
snrazavi
Machine_Learning_2018 snrazavi
105
211
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 3 years ago
danaugrs
go-tsne danaugrs
25
208
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
41
202
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
PacktWorkshops
The-Data-Science-Workshop PacktWorkshops
211
200
mit
22
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
55
192
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
39
159
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 about a year ago
jgraving
selfsne jgraving
13
158
apache-2.0
32
Self-Supervised Noise Embeddings (Self-SNE)
clustering deep-learning embedding-models machine-learning contrastive-learning dimensionality-reduction self-supervised-learning
Created 2020-07-18
346 commits to main branch, last one 20 days ago