ApurbaSengupta (Apurba Sengupta) / Repositories · GitHub

Predicting-Stock-Natures Public

Predicting nature of stock prices of tech companies from business news articles

matlab svm naive-bayes scikit-learn python3 pytorch lstm

Python 4 Updated Dec 8, 2022
ApurbaSengupta.github.io Public

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

JavaScript MIT License Updated Jan 9, 2022
Super-Resolution-Images Public

Generating super-resolution images using GANs

generator jupyter-notebook python3 pytorch discriminator generative-adversarial-network gan

Jupyter Notebook 11 3 Apache License 2.0 Updated Mar 29, 2020
Text-Generation Public

Generating text sequences using attention-based Bi-LSTM

encoder decoder text-generation python3 pytorch english lstm

Python 12 4 Updated Jun 6, 2019
Lyrics-Generation-using-BERT Public

Generating English Rock lyrics using BERT

jupyter-notebook songs transformer bert rhyming lyrics-generator pronouncing

Jupyter Notebook 19 2 Updated May 10, 2019
DCGAN Public

Generating imaginary facial images using DCGAN

generator jupyter-notebook python3 pytorch discriminator generative-adversarial-network dcgan

Jupyter Notebook 2 Apache License 2.0 Updated Mar 7, 2019
Reconstructing-Images Public

Reconstructing images using VAE

google jupyter python3 pytorch vae sketches variational-autoencoder

Jupyter Notebook Apache License 2.0 Updated Dec 22, 2018
Faster-R-CNN-and-Mask-R-CNN Public

Object classification and segmentation in images

tensorflow jupyter-notebook python3 fast-rcnn classification faster-rcnn coco

Jupyter Notebook 4 Apache License 2.0 Updated Dec 22, 2018
Fast-Gradient-Sign-Attack Public

Adversarial attack on a CNN

jupyter-notebook python3 pytorch mnist convolutional-neural-networks adversarial-machine-learning adversarial-attacks

Jupyter Notebook 1 2 Apache License 2.0 Updated Dec 22, 2018
Classifying-Tweet-Sentiments Public

Classifying sentiments of tweets as positive or negative

python twitter sentiment-analysis supervised-learning classification adagrad pegasos

Python 1 Apache License 2.0 Updated May 19, 2018
Identifying-User-Groups Public

Clustering users into different groups based on click logs of news articles

python unsupervised-learning kmeans-clustering markov-chain-monte-carlo online-learning

Python Apache License 2.0 Updated Mar 23, 2018
Recommending-Movies Public

Recommending movies based on a utility function of movie ratings

python movies recommendation-system greedy-algorithm submodular-optimization utility-function

Python 5 2 Apache License 2.0 Updated Mar 23, 2018
Classifying-Fashion-Images Public

Classifying fashion images as belonging to one of ten classes

python random-forest images nearest-neighbors decision-tree fashion-mnist

Python 1 Apache License 2.0 Updated Jan 15, 2018
Identifying-SUSY-Particles Public

Classifying particles as supersymmetric or non-supersymmetric

python supervised-learning classification stochastic-gradient-descent supersymmetry

Python Apache License 2.0 Updated Jan 15, 2018