AdityaDutt/PCALinearityCheck

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Created almost 3 years ago
Updated almost 3 years ago

AdityaDutt/PCALinearityCheck

AdityaDutt

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A demonstration of how to use PCA to see if data is linear or not

Audio-Classification-Using-Wavelet-Transform

Classifying audio using Wavelet transform and deep learning

Bird-Song-Classification

Classify bird species based on their songs using SIamese Networks and 1D dilated convolutions.

Siamese-Networks-Tutorial

MultiColor-Shapes-Database

A small database to test different machine learning tasks. It contains simple shapes of different colors.

SIFT-Algorithm

Demonstration of sift algorithm to track objects and observing the effect of each parameter on performance.

Image-segmentation-overview

Demonstration of a few useful segmentation algorithms.

Bird-sound-classification

Classify bird's sound using siamese networks and few-shot learning.

Jupyter Notebook

Music-Genre-Classification

Classify music in two categories progressive rock and non-progressive rock using mfcc features, MLP, and CNN.

PCATutorial

A Step-by-step tutorial to implement PCA.

Jupyter Notebook

SpeechEmotionRecognitionPapers

A curated list on the literature of emotion recognition using deep learning.

Gossip-Simulator

Implementation of gossip protocols for information dissemination in a network with different kinds of topologies.

Bitcoin-Simulator

Implementation of Bitcoin protocol to simulate bitcoin mining, wallet, and transactions.

Tensorboard_visualize

Visualize data on TensorBoard.

Jobscheduler-using-RB-Tree-and-min-heap

Task scheduler using RB tree and min heap.

BirdSoundClassification

Jupyter Notebook

Chord-Protocol

The goal of this project is to implement the Chord protocol using the actor model in elixir

Elixir-actor-model

The problem is to find perfect squares that are sums of consecutive squares. A classic example is the Pythagorean identity: 3^2 + 4^2 = 5^2