Laknath1996
PhD student at Johns Hopkins. Machine Learning, Statistics, and Deep Learning.
Johns Hopkins UniversityBaltimore, MD
Pinned Repositories
Curriculum-Vitae
Latest version of my CV.
DeepPhaseUnwrap
This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images.
DeepRetina
Work on retinal and scleral image understanding (in progress)
FIR-Filter-Design-
The project was conducted as a part of the module Digital Signal Processing EN2570. The objective was to design a Non - Recursive (Finite Impulse Response) Bandstop Filter using the Kaiser Window Function. MATLAB 2014a software package was used as the programming environment for the design project.
gated_gcrnns
Gated graph convolutional recurrent neural networks code used in:
PPG-Pulse-Meter
The Real Time Photoplethysmographic Non - Invasive Pulse Meter was developed by Ashwin de Silva and Sachini Hewage, initially for the EXMO'2017 at the University of Moratuwa. The hardware component of the device currently make use of ATmega2560 chip and the Pulse Sensor Amped. (courtesy of https://www.sparkfun.com/products/11574) For the software base, arduino IDE and Processing IDE was used. Future developments of the project will be available when the results are well benchmarked.
Schrodinger-Equation-Simulation
Includes the codes used for simulating the Schrödinger's Wave Equation in 1D, 2D and 3D potential wells.
sEMG-Hand-Gesture-Recognition
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals.
value-of-ood-data
The value of out-of-distribution data (ICML 2023)
Laknath1996's Repositories
Laknath1996/sEMG-Hand-Gesture-Recognition
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals.
Laknath1996/DeepPhaseUnwrap
This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images.
Laknath1996/Curriculum-Vitae
Latest version of my CV.
Laknath1996/lipschitz-llm
Laknath1996/MCW2Graph
Laknath1996/ProL
Code for prospective learning experiments
Laknath1996/value-of-ood-data
The value of out-of-distribution data (ICML 2023)
Laknath1996/bilateral-connectome
A paper investigating bilateral symmetry of connectome networks.
Laknath1996/collas_2023_latex_template
Laknath1996/cookiecutter
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Laknath1996/cs-project
Code for the EN.520.648 Compressed Sensing & Sparse Recovery group project
Laknath1996/EN1093_SnS_Lab_0
Laknath1996/EN1093_SnS_Lab_1
Laknath1996/EN1093_SnS_Lab_2
Laknath1996/EN1093_SnS_Lab_3
Laknath1996/EN1093_SnS_Lab_4
Laknath1996/gen-models
Course project for EN.553.741 Machine Learning II at JHU. Implements Wasserstein GAN, variational autoencoder and denoising diffusion probabilistic models.
Laknath1996/graph-stats-book
Laknath1996/kdg
Laknath1996/Laknath1996
Laknath1996/laknath1996.github.io
Ashwin De Silva's personal webpage.
Laknath1996/modelzoo_continual
Implementation of Model Zoo for continual learning (https://arxiv.org/abs/2106.03027)
Laknath1996/MultitTask_ModelZoo
Implementation of https://arxiv.org/abs/2106.03027
Laknath1996/neurodata.io
Homepage for NeuroData
Laknath1996/neurogenesis
Repository for the EN.553.650 Computational Molecular Medicine group project on understanding the dynamics of neuronal migration during cortical development
Laknath1996/oldweb
Laknath1996/ood
Laknath1996/ProgLearn_2021-2022
Progress tracking repo for Neuro Data Design class of 2021-2022
Laknath1996/semi-supervised-learning
Repository for the EN.553.738 High-Dimensional Approximation, Probability and Statistical Learning group project on graph-based semi-supervised learning
Laknath1996/TikZ-figs
A bunch of TikZ figures I've made.