jmduarte

particle physics and machine learning. san diego, ca.

UC San DiegoSan Diego, CA

Pinned Repositories

hbb_interaction_network
FAIR AI model (interaction network) for identifying H(bb) jets at the LHC
Language:Jupyter Notebook4 11 27
hls4ml
Machine learning on FPGAs using HLS
Language:C++1.3k 56 424422
capstone-particle-physics-domain
Website for Particle Physics Domain (UCSD Capstone)
Language:Jupyter Notebook9 2 010
gnn-fpga
Language:Jupyter Notebook5 11 03
HLS_hls4ml_Tutorial
HLS & hls4ml Tutorial
Language:Jupyter Notebook10 21 06
JEDInet-code
JEDI-net: a jet identification algorithm based on interaction networks
Language:Jupyter Notebook9 8 18
Nomological_Net_ML_Particle_Physics
Nomological Net for ML in Particle Physics
Language:TeX3 2 01
phys139_239
UCSD PHYS 139/239: Machine Learning in Physics (Winter 2023)
Language:Jupyter Notebook17 4 113
phys141
Materials for Physics 141
Language:Jupyter Notebook6 5 01
fastjet
Jet-finding in the Scikit-HEP ecosystem.
Language:Python21 10 5615

jmduarte's Repositories

jmduarte/trackml-seattle
Language:Jupyter Notebook1 7 0
jmduarte/BaconAna
Language:C++3 01
jmduarte/c2numpy
Pure-header, no dependency C/C++ code to write Numpy files (.npy)
Language:C++3 0
jmduarte/cit-thesis
Caltech PhD Thesis
Language:C3 0
jmduarte/cms-l1t-analysis
Language:Python3 0
jmduarte/CMSDAS-Statistics
CMSDAS Statistics Exercise
Language:Python3 0
jmduarte/ConvertTreeToArray
Language:C3 0
jmduarte/data
Data and code behind the stories and interactives at FiveThirtyEight
Language:Jupyter Notebook3 0
jmduarte/DeepFlavour
Language:Python
jmduarte/DeepNTuples
Language:Python3 0
jmduarte/DijetDMSummary
CMS dijet DM summary
Language:Python3 0
jmduarte/dijets
Language:Python3 0
jmduarte/DL4Pflow
Language:Jupyter Notebook3 0
jmduarte/GlobalCorrelator
Firmware for Level-1 Particle Reconstruction
Language:VHDL
jmduarte/heptrkx-dshep17
heptrkx-dshep17
Language:Jupyter Notebook3 0
jmduarte/HiggsTagging
Higgs Tagging LHC CMS
Language:Python4 01
jmduarte/HLTDAS2018
Exercises for CMS DAS at Fermilab LPC, Jan 2018
Language:C++3
jmduarte/keras-conv1d
Language:Python3 0
jmduarte/keras_compressor
Model Compression CLI Tool for Keras.
Language:Python
jmduarte/OutreachExercise2011
Language:Python
jmduarte/pattuples2011
Language:Python
jmduarte/rfnoc-neuralnet
RFNoC OOT module for FPGA-based neural network implementation
Language:C3 0
jmduarte/RGS
Home of the Random Grid Search algorithm. A very simple, but surprisingly effective, way to find rectangular cuts. Developed by yours truly, Chip Stewart, Pushpa Bhat and generalized by Sezen Sekmen.
Language:C++3 0
jmduarte/rootbinder
Set of files to use ROOTbooks in mybinder.org
Language:Jupyter Notebook
jmduarte/ShowerDeconstruction
Language:C++1
jmduarte/SLHCL1TrackTriggerSimulations
High-luminosity LHC (HL-LHC, a.k.a. SLHC) L1 track trigger simulation package
Language:C++
jmduarte/trackml-library
Utilities for trackML challenge participants, provided by the organizers
Language:Python
jmduarte/usercode
My usercode area
Language:Python3 0
jmduarte/VipramMezzFirmware
Language:VHDL
jmduarte/Xbb
New repository for VHbb plus other Xbb analyses
Language:Python