Rishav Pramanik's repositories
CervicalFuzzyDistanceEnsemble
A fuzzy distance-based ensemble of deep models for cervical cancer detection published in Computer Methods and Programs in Biomedicine, Elsevier
JUCSE-Coursework
Assignments, codes, and other materials from my undergrad computer science course at Jadavpur University
RevTransformerAttentionHAR
Transformer-based deep reverse attention network for multi-sensory human activity recognition published in Engineering Applications of Artificial Intelligence, Elsevier
Automatic-Image-Captioning
A Pytorch implementation of the CNN+RNN architecture on the MS-COCO dataset
ju-cse
Laboratory assignments
lottery-ticket-hypothesis
A reimplementation of "The Lottery Ticket Hypothesis" (Frankle and Carbin) on MNIST.
MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
mealpy
A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
Music-Symbol-Recognition
A deep ensemble with SVM for recognising handwritten music symbol
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
Pytorch-Medical-Segmentation
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
pytorch.snapshot.ensembles
PyTorch implementation of "SNAPSHOT ENSEMBLES: TRAIN 1, GET M FOR FREE" [WIP]
resnet1d
PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
rishavpramanik
Config files for my GitHub profile.