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accent-light

flutter based google play store app named "Accent Light" that changes colour based on user input

basic-cnn-implementation-for-character-recognition

a basic CNN implementation using non-linear activation to categorise images of gurmukhi numbers

big-data-hashing

bespoke toy implementations of the hashing family (dot and linear) algorithms

gradient-descent-armijo-wolfe

Bespoke, from scratch, implementation of Armijo-Wolfe inexact line search technique to find step length for gradient descent optimisation. The library alternative is scipy.optimize.line_search

insta-bot

fun experimental instagram bot using InstaPy

instachart

python django based tool to produce software architecture diagrams based on user choices

kmeans-and-spectral-clustering-from-scratch

Bespoke python implementation of the KMeans clustering and Spectral clustering algorithms from scratch

modeling-predator-prey

A python dash application that can be used to visualise the standard predator-prey model

pca-algorithm-from-scratch

a python only implementation of the principal component analysis algorithm

rapid-miner-hear-disease-project

A quick look at RapidMiner Studio v9.10 to see how it helps in quickly applying multiple models to a data-set

self-supervised-model-resnet18-cifar10-cifar100-simclr

Implemention of a ResNet18 self-supervised model for transfer learning using the SimCLR framework. The CIFAR10 and CIFAR100 datasets are used.

simple-map-shuffle-reduce-function

bespoke python implementations of the map reduce algorithms

solving-odes

Solving first order and higher order differential equations using bespoke implementations of the Euler, MidPoint, Heun and RK4 algorithms

sparse-auto-encoder-and-kmeans

text-summarization-using-encoder-decoder-generative-adversarial-networks

Text Summarization Using Encoder Decoder Generative Adversarial Networks

universal-hash-python

Bespoke implementation of the universal linear and dot hash functions

universal-orm-tool

python-mongo based universal orm tool