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boids_algorithm

This project simulates the Boids algorithm, and tweaks it for demonstrating the complex yet mesmerizing movement patterns of a School of Fish. By implementing rules of separation, alignment, and cohesion, it visualizes how individual agents can create emergent patterns through simple interactions.

conway-s-game-of-life

This repository contains a Simple Python implementation of Conway's Game of Life with different custom initial patterns, a classic cellular automaton devised by mathematician John Conway.

datasets

Machine learning datasets used in tutorials on MachineLearningMastery.com

earthquake-signal-analysis-using-deep-cnn

fractal-art

Abstract 360-degree Fractal Tree pattern created using Python Turtle Graphics

images-to-pdf-and-vice-versa

A python class containing functions to convert PDF files to various image formats and different image formats to PDF

machine-learning-models

Simple ML models to understand and practice the basic ML concepts

mathematics_and_nature

This hobby project tries to show how Mathematics and Nature are one and the same by turning mathematical equations into animations of lotus flower petals. Just run the code on a Colab Notebook to visualize and play

mfccnet-a-model-for-earthquake-early-warning-applications-using-speech-recognition-techniques

A comparison between two Deep Learning Models to find an Optimum one for Real-Time EEW (Earthquake Early Warning) Applications

ml-assignments

Repository of different ML assignments for different companies

modular-arithmetic-on-a-circle-in-python

This is a code to Visualize Modulo Arithmetic around a circle in python, through which anyone can create any number of Mandala Sketches

nlp_bert

BERT Implementation on various datasets

ocr-on-image-roi-with-tesseract

Applying OCR on manually selected Region of Interests (using mouse drag) for Text extraction from Images

parsing-right-and-bottom-words-for-any-given-word-in-a-pdf-file

primes_on_poles

This Jupyter notebook visualizes the distribution of prime numbers on a polar plot using an animated format. The notebook demonstrates an engaging method to visualize prime numbers as they are identified and plotted sequentially.

sta-lta-algorithm-and-seismometer-trajectory-visualization-in-3d

Detecting Earthquake P-Waves using popular STA/LTA Algorithm with visualization and estimations of Seismometer Trajectory in 3D, S-Wave arrival time and much more.

word_embeddings

A python class containing functions for various word embedding techniques (Bag-of-Words, TF-IDF, Word2Vec, FastText & ELMO) for NLP