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28 repositories
- Python package to read sas, spss and stata files into pandas data frames. It is a wrapper for the C library readstat.
- The Ambassador helps users of coding platforms to create findable, well maintained, properly documented and secure projects. It's purpose is to promote creating Open Source and InnerSource software, that others can rely on. It measures project scores (criticality, activity, scorecard), proactively advises projects.
- OligoGym is a python package that streamlines processes involving featurization, training and evaluation of predictive models of oligonucleotide properties. Oligonucleotides include antisense oligonucleotides (ASOs) and small interfering RNAs (siRNAs).
- R package that provides models and functions to fit non-standard NMAs: piecewise exponential models and fractional polynomial models for grouped survival data (derived from digitized Kaplan-Meier curves).
- R package that facilitates performing matching-adjusted indirect comparison (MAIC) anaylsis for a disconnected treatment network where the endpoint of interest is either time-to-event (e.g. overall survival) or binary (e.g. objective tumor response).
- The neuro-ForestWalk tool, created by Roche's Neuroscience and Rare Diseases and Data and Analytics teams, uses advanced machine learning to improve the beam walk test analysis in mice. It enhances scientific research, promotes standardization, and contributes to animal welfare.
- Code for spectral analysis of EEG using Morlet wavelets based on the frequency-based parametrization presented in [Bomatter et al 2024, eBioMedicine](https://doi.org/10.1016/j.ebiom.2024.105259)
- The WUCSS module is part of a Python-based workflow for analyzing in vivo rodent electrophysiology data and was developed by the Neural Circuits Lab, part of Neuroscience and Rare Diseases (NRD) at Roche. The module uses machine learning techniques to further classify rodent sleep into light, deep and REM sleep.
- R package that facilitates performing survival analysis to support the creation of Excel based economic models by providing helper functions to use alongside the flexsurv package.
- Manage GitLab configuration as code to make GitLab easily managable, traceable and reproducible.
- R package that facilitates the use of discrete event simulations without resource constraints for cost-effectiveness analysis.
- R package that extends the rpsftm package with some useful default reports and functions to facilitate sensitivity analysis. Covering descriptive, diagnostic and reporting aspects.
- Collection of R Packages that support analysis for the purposes of Health Technology Assessment (HTA)