Discover PetchMa/DeepSeti Open Source project by Peter Ma (@PetchMa)

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Python
Created almost 5 years ago
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PetchMa

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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.

ML_GBT_SETI

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

Jupyter Notebook

MeerKATgen

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

Python

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.

Fortran

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.

Shell

ML_GravitationalWaves

Jupyter Notebook

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.

Python

PetchMa/DeepSeti

PetchMa

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