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Sep 05, 2022
Similar Repos
Repo | Language | Stars | Description | Updated At |
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Jupyter Notebook | 2 | Studies using Dimensionality Reduction | Apr 27, 2022 | |
Python | 143 | Self-Supervised Noise Embeddings (Self-SNE) for dimensionality reduction and clustering | Mar 29, 2023 | |
Python | 432 | Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model … | Aug 19, 2022 | |
Python | 41 | Clustering text with Bert | Jul 20, 2022 | |
Python | 5 | Clustering of Single Cell or ST-data using a Variational Autoencoder for dimensionality reduction followed by … | Nov 21, 2022 | |
Python | 222 | TriMap: Large-scale Dimensionality Reduction Using Triplets | Aug 09, 2022 | |
R | 19 | package for dimensionality reduction under supervised data scenarios | Jan 14, 2023 | |
Python | 36 | Dimensionality reduction for single cell RNA-seq data | Dec 09, 2022 | |
Jupyter Notebook | 4 | Simple multi-class text classifier using Bert | Nov 04, 2021 | |
Python | 8 | 1000 Genomes Project population visualizations using dimensionality reduction | Oct 28, 2022 | |
Jupyter Notebook | 2 | A notebook using many unsupervised learning techniques. PCA, K-means, Gaussian Mixtures. Clustering, dimensionality reduction, anomaly … | Mar 22, 2022 | |
Python | 39 | Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very … | Mar 25, 2022 | |
Python | 11 | Dimensionality-reduction and classification for morphology and electrophysiology | Jun 21, 2022 | |
Python | 274 | Dimensionality reduction in very large datasets using Siamese Networks | Jul 24, 2022 | |
Jupyter Notebook | 2 | cluster text data using sentence bert | May 13, 2022 | |
Python | 4 | Autoencoders are neural networks used for data compression, image de-noising, and dimensionality reduction. Using PyTorch. | Mar 03, 2023 | |
Matlab | 13 | Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA. | Mar 30, 2022 | |
Jupyter Notebook | 2 | Usage of BERT models for text clustering techniques using sentence embeddings | May 13, 2022 | |
Python | 2 | Dimensionality Reduction of World Bank Dataset using Self Organizing Map. | May 31, 2022 | |
R | 8 | Dimensionality Reduction via Regression using Kernel Ridge Regression in R | Mar 04, 2022 | |
Python | 5 | Multi-class Text Annotation and Classification using BERT-based Active Learning | Jan 30, 2024 | |
Matlab | 4 | Application of dimensionality reduction techniques on high dimensional Hyperspectral data including Principal Component Anaylsis, Hierarchical … | Oct 28, 2023 | |
C++ | 4 | Implementation and survey of similarity search methods that rely on dimensionality reduction (e.g. LSH), D-dimensional … | Apr 30, 2023 | |
Python | 8 | Python libraries for model order reduction, clustering and data analysis. | Jan 25, 2023 | |
Jupyter Notebook | 4 | Dimensionality Reduction and visualization technique that compensates for the curse of dimensionality (ICASSP '20) | Jun 21, 2021 | |
Jupyter Notebook | 2 | Using Regression, Classification, Clustering and Association-Rule Learning for solving several Machine-Learning problems. Dimensionality-Reduction techniques like … | Dec 12, 2018 | |
Matlab | 8 | Principal Component as a tool for Dimensionality Reduction using Hyperspectral images | May 16, 2023 | |
Python | 2 | pygsom is an open source python-based implementation of GSOM algorithm. GSOM is unsupervised dimensionality reduction … | Jun 03, 2022 | |
Python | 5 | A dimensionality reduction method tailored to high-dimension small-sample size data | Nov 23, 2022 | |
Julia | 2 | Apply different dimensionality reduction techniques in a similar way to matrix data | Jul 27, 2022 | |
Jupyter Notebook | 2 | Various dimensionality reduction techniques applied on datasets and results compared. | Oct 06, 2021 | |
Python | 2 | Semi-supervised learning with dimensionality reduction and graph neural networks. | Jun 08, 2022 | |
Jupyter Notebook | 2 | Various dimensionality reduction techniques applied on datasets and results compared. | Sep 11, 2021 | |
Julia | 83 | A Julia package for manifold learning and nonlinear dimensionality reduction | May 27, 2023 | |
Jupyter Notebook | 19 | A comparison of the dimensionality reduction results using t-SNE, UMAP, PCA, and TriMap | Jul 04, 2022 | |
Jupyter Notebook | 8 | Some examples of using PCA and t-SNE for dimensionality reduction in Python and R | Mar 02, 2023 | |
R | 3 | This project applies dimensionality reduction to tabular data and generates applications for visualizing the results. | Jan 09, 2023 | |
Jupyter Notebook | 13 | BERT Generative Text: Experiments using BERT for text generation | Aug 21, 2021 | |
Python | 2 | Simple educational example of BERT usage for text classification and similarity/clustering | Jan 17, 2022 | |
Jupyter Notebook | 19 | netNMF-sc: A network regularization algorithm for dimensionality reduction and imputation of single-cell expression data | Mar 20, 2023 | |
Jupyter Notebook | 6 | A not-too-orderly collection of scripts for preprocessing and dimensionality reduction of scATAC-seq data | May 04, 2023 | |
HTML | 9 | MulTiDR: A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction | Jan 10, 2023 | |
Jupyter Notebook | 64 | A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel … | Apr 22, 2023 | |
Jupyter Notebook | 10 | Three modules of extractive text summarization, including implementation of Kmeans clustering using BERT sentence embedding | May 19, 2022 | |
Python | 5 | Language Modeling and Text Classification using BERT | Aug 19, 2019 | |
Jupyter Notebook | 15 | Text summarization with BERT using bert-extractive-summarizer | Aug 02, 2022 | |
None | 46 | Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors | Oct 11, 2022 | |
Jupyter Notebook | 2 | 5th semester project concerning feature engineering and nonlinear dimensionality reduction in particular. | Jun 01, 2023 | |
Jupyter Notebook | 2 | Text classification and clustering using transformers and Denstream. | Aug 25, 2022 | |
Python | 4 | Extractive text summerization using BERT | Jun 11, 2022 |