Sandeep Kumar Singh's repositories
Trajectory-Prediction
A python framework to predict trajectories of vessels with machine learning algorithms, such as lstm, seq2seq, etc.
Anomaly-Detection
Detecting automatic identification system (AIS) on-off switching anomalies, unusual turn detection, and deviation of trajectories of vessels.
uncertainty_edl_graph
Anomaly detection in maritime navigation with evidential deep learning based on graph-based clustering
Animal-Human-Cohabitation
Building an early warning system which detects wild animals near the road/rail with the help of wireless sensor networks and alerts passing vehicles of possible animal crossing.
Markov-Modeling-EON-DF
Models the resource allocation with spectrum defragmentation in eleastic optical networks using continuous time Markov chain models.
Markov-Modeling-EON
Model the resource allocation in eleastic optical networks using continuous time Markov chain.
dc-reconfig
Topology and bandwidth reconfiguration simulation for datacenter and HPC networks using a Netbench simulator
dc_traffic_gen
Data center time varying traffic generator from real traces
Defrag-HTA
A JAVA-based simulator for evaluating defragmentation in elastic optical network with holding time awareness of traffic flows
Defrag-HTA-Aux
A Java-based Simulator for Evaluating any Spectrum Allocation Policy and defragmentation in Elastic Optical Networks
evidential-deep-learning
Learn fast, scalable, and calibrated measures of uncertainty using neural networks!
JavaFileReadNSFpath
nsf-path
netbench
Packet simulator for data center network topologies, routing, and congestion control
ngncs_hpc
hpc ngnc
pytorch-classification-uncertainty
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
sansastra.github.io
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