The Wayback Machine - https://web.archive.org/web/20220709005706/https://github.com/topics/dimensionality-reduction
Skip to content
#

dimensionality-reduction

Star

Here are 827 public repositories matching this topic...

Language: All
Filter by language
All 827 Jupyter Notebook 342 Python 213 R 77 MATLAB 66 HTML 37 C++ 14 JavaScript 14 TeX 6 Java 5 C 3
Sort: Best match
Sort options
Best match Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

lmcinnes / umap

Star 5.7k

seandavi / awesome-single-cell

Star 2.1k

Community-curated list of software packages and data resources for single-cell, including RNA-seq, ATAC-seq, etc.
python bioinformatics analysis clustering gene-expression data-visualization dimensionality-reduction awesome-list data-integration atac-seq single-cell rna-seq-data scrna-seq-data cell-cycle cell-differentiation gene-expression-profiles analysis-pipeline cell-populations rna-seq-experiments cell-clusters
  • Updated May 19, 2022

kk7nc / Text_Classification

Star 1.6k

Text Classification Algorithms: A Survey
deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network
  • Updated Mar 9, 2022
  • Python

maykulkarni / Machine-Learning-Notebooks

Star 321

Machine Learning notebooks for refreshing concepts.
python machine-learning natural-language-processing reinforcement-learning deep-learning machine-learning-algorithms neural-networks deep-learning-algorithms dimensionality-reduction python-machine-learning data-processing regression-models deep-learning-tutorial data-science-notebook model-evaluation classification-trees clustering-methods machine-learning-tutorials
  • Updated Aug 24, 2021
  • Jupyter Notebook

YttriLab / B-SOID

Star 127

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 behaviors that are not predefined by users.
demo algorithm deep-learning neuroscience dataset dimensionality-reduction behavior-analysis openpose unsupervised-learning-algorithm deeplabcut sleap discover-behaviors umap-hdbscan
  • Updated Jun 22, 2022
  • Python

Improve this page

Add a description, image, and links to the dimensionality-reduction topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the dimensionality-reduction topic, visit your repo's landing page and select "manage topics."

Learn more