josephwkania
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Repo with pipeline scripts for SAT analysis, ranging from TODs -> power spectra -> null tests.
All pdfs of Victor Eijkhout's Art of HPC books and courses
A Pulsar toolkit of sifting and generating figures for pulsar candidate diagnosis with other utilities for pulsar discoveries.
Dockerfile for PICS (Pulsar Image-based Classification System) AI based on W. W. Zhu et al. 2014.
Rust bindings for SoapySDR, the vendor-neutral software defined radio hardware abstraction layer
GPU-Based Pulsar Search Pipeline using the template-bank algorithm.
[ICCV 2023] A latent space for stochastic diffusion models
Deep Clustering for Unsupervised Learning of Visual Features
2 Dimensional Kolmogorov-Smirnov test for goodness-of-fit
CUDA based Median Absolute Deviation (MAD) Filter for RFI mitigation
"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]
Pack / unpack 1-bit 2-bit and 4-bit data in/out of 8-bit numpy arrays.
Smart RFI removal algorithms to be used on folded pulsar search and timing data
Tools for simulating RFI and flagging it
Holds an offline, MS direct version of the SDP online flagger.
Fast Dispersion Measure Transform implemented in Julia
Tool to calculate the best dispersion measure for a burst using phase information.
RFI removal tool for pulsar archives using the Isolation Forest Algorithm
Finding pulsars in filterbank data using neural networks
Tutorials for making 3D-looking maps with Blender and QGIS
Generic U-Net Tensorflow 2 implementation for semantic segmentation
A CUDA implementation of the Parallel Median of Medians kth element algorithm
A minimal implementation of the IQRM interference flagging algorithm for radio pulsar and transient searches
The various codes for sky tiling can be found here
Radio Frequency Interference Mitigation - Parkes Multibeam Instrument