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dimensionality-reduction

Here are 33 public repositories matching this topic...

maykulkarni / Machine-Learning-Notebooks

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

tirthajyoti / Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Updated May 22, 2023
Jupyter Notebook

IvanBongiorni / TensorFlow2.0_Notebooks

Implementation of a series of Neural Network architectures in TensorFow 2.0

Updated Apr 18, 2021
Jupyter Notebook

damoncrockett / ivpy

Iconographic Visualization Inside Computational Notebooks

visualization python clustering jupyter-notebook glyphs nearest-neighbor-search feature-extraction dimensionality-reduction image-plots iconographic

Updated Feb 24, 2025
Python

mattborghi / EngineML

Study notebooks made for learning machine learning for the Hawk team

finance machine-learning reinforcement-learning deep-learning clustering modeling exploratory-data-analysis machine-learning-algorithms regression neural-networks classification dimensionality-reduction quantitative-finance data-preprocessing feature-engineering

Updated Oct 10, 2018
Jupyter Notebook

jlmelville / drnb

Dimensionality reduction notebooks

dimensionality-reduction notebooks-jupyter

Updated Feb 26, 2025
Jupyter Notebook

Neurojedi / Machine-Learning-Zero2Hero

A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.

python nlp machine-learning opensource deep-learning numpy jupyter-notebook pandas data-visualization seaborn dimensionality-reduction matplotlib support-vector-machines regression-models dimensionality-reduction-algorithms

Updated Jul 20, 2023
Jupyter Notebook

brave3d / WordNetEmbeddingAndPCA

This Notebook illustrate the calculation of Semantic Similarity using WordNet Embedding and Principal Component Analysis

python nlp jupyter-notebook pagerank-algorithm wordnet pca dimensionality-reduction semantic-similarity random-walk wordnet-embedding wordnet-vector-spaces

Updated Sep 1, 2018
Jupyter Notebook

lambdaofgod / tda-project

Topological methods in exploratory data analysis

scala notebook exploratory-data-analysis dimensionality-reduction topological-data-analysis

Updated Sep 1, 2017
Jupyter Notebook

ajitsingh98 / PCA-Compression-and-Visualization-Jupyter-Notebook-

Principle Component Analysis in Python

python pca dimensionality-reduction unsupervised-learning

Updated Jan 2, 2020
HTML

IooHooI / DATA_PREPARATION

This is a repository with code and notebooks for Exploratory Data Analysis (EDA), data visualization and dimensionality reduction techniques

visualization machine-learning exploratory-data-analysis eda dimensionality-reduction

Updated Jun 25, 2019
Jupyter Notebook

svecon / metric-learn-playground

Experiments for comparing Metric Learning algorithms

notebook dimensionality-reduction evolutionary-algorithm visualisations

Updated Aug 25, 2017
Jupyter Notebook

luisds95 / Playground

Curated collection of notebooks and code files I have worked on while learning a wide range of data science subfields, such as Reinforcement Learning, Natural Language Processing, Deep Neural Networks, Genetic Algorithms, etc. Some of these are accompanied by a pdf and/or article.

machine-learning natural-language-processing reinforcement-learning deep-learning time-series clustering genetic-algorithm cnn classification rnn learn dimensionality-reduction recommender-system mlp social-network-analysis mcmc

Updated Jul 1, 2019
Jupyter Notebook

BALaka-18 / Dimensionality-Reduction

Notebooks on PCA(Principal Component Analysis)

mnist pca-analysis pca dimensionality-reduction pca-implementation

Updated Jul 30, 2020

tate8 / unsupervised-learning

A notebook using many unsupervised learning techniques. PCA, K-means, Gaussian Mixtures. Clustering, dimensionality reduction, anomaly detection

machine-learning clustering pca dimensionality-reduction kmeans unsupervised-learning gmm anomaly-detection

Updated Jan 9, 2022
Jupyter Notebook

smith6jt-cop / KINTSUGI

Jupyter notebook based multiplex image processing pipeline.

imagej clustering jupyter-notebook image-processing stitching dimensionality-reduction immunology multiplex image-registration clustering-algorithm codex deconvolution kintsugi clustering-methods fiji-macro autofluorescence-microscopy extended-depth-of-field illumination-correction

Updated Mar 1, 2025
Jupyter Notebook

wwydmanski / cosine-dim-reduct

Notebooks and pytorch models for "Cosine similarity preserving dimensionality reduction of dense embedding vectors" talk at ISMB 2022

nlp natural-language-processing machine dimensionality-reduction

Updated Aug 23, 2022
Jupyter Notebook

Ricram2 / PCA_2_components

Jupyter notebook for Principal component analysis (PCA). using sklearn

jupyter jupyter-notebook conda pca-analysis dimensionality-reduction jupyterlab conda-environment

Updated Sep 17, 2020
Jupyter Notebook

Chenghan-Sun / Unsupervised-Learning

Notebook version implementation of unsupervised learning techniques. Analysis and Visualization.

dimensionality-reduction manifold-learning clustering-algorithm unsupervised-machine-learning

Updated Jun 17, 2020
Jupyter Notebook

anirban94chakraborty / Machine-Learning-A-Z

Practice Code (Python) in Jupyter Notebooks for the Course Modules

python machine-learning natural-language-processing deep-learning numpy scikit-learn regression pandas model-selection xgboost classification dimensionality-reduction jupyter-notebooks matplotlib-pyplot tensorflow2

Updated Mar 14, 2021
Jupyter Notebook

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