Blog for TMVA Interfaces PyTorch, GSoC @ CERN-HSF

blog machine-learning deep-learning pytorch gsoc tmva cern-hsf tmva-interfaces

• Updated Jan 31, 2023
• Jupyter Notebook

Simple tools for my contributions to the Bs⁰ → DsK analysis for the LHCb collaboration

python cpp lhcb-experiment root-cern tmva cpv

• Updated Sep 23, 2015
• Python

Notebooks containing examples for different DNN components

deep-neural-networks deep-learning recurrent-neural-networks cpp11 convolutional-neural-networks gpu-computing cern autoencoders tmva

• Updated Oct 5, 2017
• Jupyter Notebook

Google Summer of Code 2016: TMVA Project in Machine Learning @ CERN SFT

gsoc root-cern tmva

• Updated Sep 20, 2016
• Jupyter Notebook

Senior Honours project evaluating neutrino energy reconstruction bias in DUNE. Compares analytic calorimetric and QE-kinematic formulas against a TMVA gradient-boosted decision tree trained on ND-LAr CC0π simulation, with file-disjoint train/test validation. Built with ROOT, TMVA and CAFAna.

machine-learning cpp regression particle-physics root-cern tmva dune gradient-boosting neutrino-physics

• Updated Apr 21, 2026
• C

Multivariate selection of VLQ events

tmva hep-ex boosted-decision-trees vectorlikequark vlq bdt

• Updated Feb 23, 2018
• C

gradient-boosting-machine tmva

• Updated Dec 1, 2017
• C

benchmark tensorflow keras neural-networks hep tmva

• Updated Oct 4, 2018
• C