Final Year Project under Prof B.K. Patra
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Updated
May 19, 2020 - Python
Final Year Project under Prof B.K. Patra
Leveraging cell-cell similarity for high-performance spatial and temporal cellular mappings from gene expression data (Cell Patterns, 2023)
Simple utility for MD trajectories manipulation
Littering is done easily, but how long does it take to clean-up?
This repository addresses GPS trajectory clustering by downloading data from OpenStreetMap and comparing two methods: trajectory aggregation and DBSCAN.
Discrete-event simulator for racing path dynamics
Code to identify, track, analyse and visualize particle trajectories from video files for Bernal et al. (2022).
Cookiecutter repo for MD analysiS -standalone-.
FINSET - Fish Neuroscience and EthoVision SQL Trajectory Evaluation Tool
Using "t-SNE trajectories" for integrated visualization of multi-dimensional longitudinal trajectory datasets.
Analysis of 10X single cell RNA-seq data from retinal endothelial cells
Analysis postprocessing utilities for my molecular dynamics simulations of LiTFSI-Ether mixtures
A multi-agent statistical discriminative sub-trajectory mining technique for analyzing the trajectories of multiple agents using SportVU player tracking data from the 2015/16 season.
Parallel Social Data Analytics library for Python
Parallel Social Data Analytics library for Python
Human activity analysis using pedestrian’s trajectories performed in open spaces.
[Highway Pilot] Collision prediction with Machine Learning approach
Command line interface for MDAnalysis
Extracts low speed segments from spatiotemporal trajectories using moving median of speed. Fast and robust. Adaptively determines the parameters from the data, instead of setting objective, arbitrary parameters. Each trajectory in a set of trajectories will have unique subjective parameters.
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