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jlzhang001's Projects

3ml icon 3ml

The Multi-Mission Maximum Likelihood framework (3ML)

adversarial-jets icon adversarial-jets

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

aerie-liff icon aerie-liff

The Likelihood Fitting Framework (LiFF) for the high-level analysis of sky map data collected by the HAWC Observatory. It is packaged into a compact version of the HAWC software framework AERIE.

ai_physicist icon ai_physicist

AI Physicist, a paradigm with algorithms for learning theories from data, by Wu and Tegmark (2019)

aict-tools icon aict-tools

Train and Apply machine learning models on IACT data

ali icon ali

Adversarially Learned Inference

anisotropy icon anisotropy

Code used to study the cosmic-ray anisotropy using IceCube

aravis icon aravis

A vision library for genicam based cameras

arrhythmia-ecg-analysis-ai icon arrhythmia-ecg-analysis-ai

Arrhythmia Classification through Characteristics Extraction with Discrete Wavelet Transform & WEKA/MATLAB Supervised Training

atnfplot icon atnfplot

A P-Pdot diagram of known pulsars, RRATs, and magnetars

bitflipped icon bitflipped

Your computer is a cosmic ray detector. Literally.

breakthrough icon breakthrough

UC Berkeley's software and documentation for Breakthrough Listen data

calogan icon calogan

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

capstone icon capstone

Final Project of Udacity's Machine Learning Nanodegree

cernlib icon cernlib

A version of cernlib modified slightly to make compilation a little easier.

cinc-challenge2017 icon cinc-challenge2017

ECG classification from short single lead segments (Computing in Cardiology Challenge 2017 entry)

clash icon clash

CLASH demo for M. Pérez-Carrasco, G. Cabrera-Vives, M. Martinez-Marín , P. Cerulo, R. Demarco, P. Protopapas, J. Godoy, and M. Huertas-Company, “Visual-like morphologies of galaxies in CLASH: a deep neural network classification with priors from CANDELS”, Manuscript submitted to Publications of the Astronomical Society of the Pacific.

click icon click

Python composable command line interface toolkit

crnn icon crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

ctapipe icon ctapipe

CTA Low-level Data Processing Pipeline Prototype

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