Pinned Repositories
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
kmeans-and-spectral-clustering-from-scratch
Bespoke python implementation of the KMeans clustering and Spectral clustering algorithms from scratch
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
sparse-auto-encoder-and-kmeans
tathagata1's Repositories
tathagata1/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
tathagata1/accent-light
flutter based google play store app named "Accent Light" that changes colour based on user input
tathagata1/basic-cnn-implementation-for-character-recognition
a basic CNN implementation using non-linear activation to categorise images of gurmukhi numbers
tathagata1/big-data-hashing
bespoke toy implementations of the hashing family (dot and linear) algorithms
tathagata1/kmeans-and-spectral-clustering-from-scratch
Bespoke python implementation of the KMeans clustering and Spectral clustering algorithms from scratch
tathagata1/pca-algorithm-from-scratch
a python only implementation of the principal component analysis algorithm
tathagata1/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
tathagata1/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.
tathagata1/simple-map-shuffle-reduce-function
bespoke python implementations of the map reduce algorithms
tathagata1/sparse-auto-encoder-and-kmeans
tathagata1/insta-bot
fun experimental instagram bot using InstaPy
tathagata1/instachart
python django based tool to produce software architecture diagrams based on user choices
tathagata1/modeling-predator-prey
A python dash application that can be used to visualise the standard predator-prey model
tathagata1/solving-odes
Solving first order and higher order differential equations using bespoke implementations of the Euler, MidPoint, Heun and RK4 algorithms
tathagata1/Text-Summarization-Using-Encoder-Decoder-Generative-Adversarial-Networks
Text Summarization Using Encoder Decoder Generative Adversarial Networks
tathagata1/universal-hash-python
Bespoke implementation of the universal linear and dot hash functions
tathagata1/universal-orm-tool
python-mongo based universal orm tool