psurajbali's Projects
The Multi-Mission Maximum Likelihood framework (3ML)
CTA Python pipeline experimental version
DeepeR: deep learning enabled Raman spectroscopy
Code for the online course "Deployment of Machine Learning Models"
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
A Python package for gamma-ray astronomy
Gammapy extras (datasets, notebooks, ...)
HAWC Accelerated Likelihood - python-only framework for HAWC data analysis
Derivation of non-thermal particle distributions through MCMC spectral fitting
Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance.
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
Hystax OptScale - Open Source Cloud Cost Optimization and FinOps
Config files for my GitHub profile.
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"