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Priya Sivasubramanian's Projects

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

coding icon coding

Recording coding questions, solutions, explanations, testcases and soon

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

freeml icon freeml

Data Science Resources (Mostly Free)

growing_hierarchical_som icon growing_hierarchical_som

Self-Organizing Map [https://en.wikipedia.org/wiki/Self-organizing_map] is a popular method to perform cluster analysis. SOM shows two main limitations: fixed map size constraints how the data is being mapped and hierarchical relationships are not easily recognizable. Thus Growing Hierarchical SOM has been designed to overcome this issues

hsom icon hsom

Hierarchical self-organizing maps for unsupervised pattern recognition

jina icon jina

Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data

machinelearning icon machinelearning

Machine learning resources,including algorithm, paper, dataset, example and so on.

ml-course icon ml-course

A machine learning course using Python, Jupyter Notebooks, and OpenML

neupy icon neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

pandas-videos icon pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pycaret icon pycaret

An open-source, low-code machine learning library in Python

python-ml-case-studies icon python-ml-case-studies

Jupyter notebook with my notes and excercies for the book: Python Machine Learning Case Studies by Danish Haroon

somperf icon somperf

:globe_with_meridians: SOMperf: Self-organizing maps performance metrics and quality indices

umap icon umap

Uniform Manifold Approximation and Projection

visualcomputingproject icon visualcomputingproject

This repository is for the course "2IMV10 - Visual computing project" offered during 2018-2019 (Quartile 3) at Eindhoven University of Technology. Here, we created a photo collage generating application using Python. Given a set of photos, this web application will provide interactive collage making options.

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