k-woodruff / bdt-tutorialLinks
Hands-on boosted decision tree tutorial (using XGBoost) for September 2017 Fermilab Machine Learning Group Meeting.
☆16Updated 7 years ago
Alternatives and similar repositories for bdt-tutorial
Users that are interested in bdt-tutorial are comparing it to the libraries listed below
Sorting:
- Plot with matplotlib using ATLAS style☆12Updated 5 years ago
- Tutorial Code for MLHEP pyprob☆18Updated 2 years ago
- Machine Learning for High Energy Physics.☆195Updated last week
- Tutorials for CMS analysis in scientific Python☆13Updated 5 years ago
- Collection of Notebook for Tutorials on TMVA☆22Updated 2 years ago
- Upstream optimisation for downstream inference☆70Updated 2 weeks ago
- Machine learning–based inference toolkit for particle physics☆86Updated last year
- RestFrames: particle physics event analysis library☆10Updated 4 years ago
- TikZ version of the standard model graphic from particle fever☆11Updated 5 years ago
- Tutorials on Deep Learning applications to particle physics☆17Updated last week
- The interface between FastJet and NumPy☆33Updated 2 years ago
- HEP statistics tools and utilities.☆81Updated last week
- Excursion Set Estimation☆22Updated 4 years ago
- design and steer profile likelihood fits☆33Updated 2 months ago
- Plugin for MadGraph5_aMC allowing for output Matrix Elements in a TensorFlow-friendly format☆11Updated 9 months ago
- madjax☆14Updated last year
- http://cranmer.github.io/stats-ds-book☆73Updated 4 years ago
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆24Updated 5 years ago
- Lightweight Python interface to read and write Les Houches Event (LHE) files☆47Updated this week
- Aghast: aggregated, histogram-like statistics, sharable as Flatbuffers.☆17Updated 3 years ago
- Material for statistics lectures for physicist☆12Updated last year
- Library for getting your data into HEPData☆17Updated 2 weeks ago
- Python implementation of the BumpHunter algorithm used by HEP community.☆18Updated 3 months ago
- Implementation of the CWoLa Hunting strategy for dijet resonances☆19Updated 4 years ago
- Personal notes on statistics with a focus on applications to experimental high energy physics☆27Updated 2 years ago
- ATLAS Run 2 and Run 3 analysis framework for AnalysisTop and AnalysisBase for proton-smashing physics☆43Updated this week
- A jet grooming algorithm based on reinforcement learning.☆17Updated 6 years ago
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆139Updated 3 months ago
- CERN PyTorch Tutorial for Jet Images generation with GANs☆10Updated 7 years ago
- Metapackage of Scikit-HEP project data analysis packages for Particle Physics.☆169Updated last week