PetchMa/ML_GravitationalWaves

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PetchMa/ML_GravitationalWaves

PetchMa

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ML_GBT_SETI

This is the development repository for the search algorithm using semi-unsupervised technique for Summer Research @UCBerkeleySETI.

Jupyter Notebook

DeepSeti

Python Library Implementation of DeepSeti- Algorithm designed to detect anomalies in Radio Seti. The library facilitates the custom architecture and training loops required for the algorithm allowing faster fine tuning and cleaner code.

MeerKATgen

MeerKAT radio telescope simulation package. Built to simulate multibeam antenna data.

Pulsar_Folding

Quick notebooks that illustrate the implementation of pulsar folding and searching techniques!

Jupyter Notebook

non-neg_matrix_factorization

Non Negative Matrix Factorization Algorithm implemented in Fortran. This will be used for Kmeans clustering algorithm as a means of dimensionality reduction.

deeplearning_fundamentals

Re implementing, from scratch the important neural network architectures using JAX

Jupyter Notebook

Reverse_Radio_Search

Jupyter Notebook

BL-Armada

Breakthrough Listen Armada - on-premise distributed computing workload manager. Collection of my scripts to spawn an array of workloads to make life easier.

RadioTelescopeCode

Built a mini radio telescope by measuring voltage changes through a salvaged satellite dish and a raspberry pi. Simple python scripts to measure and interact with the hardware and collect data.