Here are some software tools and teaching material developed by our research group available for free.
Software:
- multiview: A package with multiview clustering and dimensionality reduction methods.
- MISS: a nonlinear methodology based on mutual information for genetic association studies in both population and sib-pairs analysis.
- Chemosensors, Software tool that allows for the design of synthetic experiments with so-called virtual gas sensor arrays.
- Metabolite Automatic Identification Toolkit, An R package to perform Metabolomic LC/MS analysis: MAIT (Metabolite Automatic Identification Toolkit)
— Intensity Drift Correction in LC/MS
— Retention Time Drift Correction in LC/MS
- FELLA, an R package for pathway and network analysis in metabolomics
- diffuStats, an R package to perform label propagation in networks
Teaching material:
- R in a Nutshell: A comprehensive set of slides describing how to use R for statistics and Pattern Recognition.
- Scientific Python: From tupples to Scientific python and sklean.
- Basic deep learning concepts, architectures and applications. Slides from a group seminar.
- Programming tools in Python (Spanish). A set of slides with basic tools of programming, using Python objects as strings, tuples, lists, arrays, dictionaries, Series and DataFrames. A brief introduction to object oriented oriented programming (OOP) in Python is included.