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Chandrasekhar Ramakrishnan's Projects

dada icon dada

I speak only of myself since I do not wish to convince, I have no right to drag others into my river, I oblige no one to follow me and everybody practices his art in his own way.

election-ch icon election-ch

Repo for the Election Hackdays organized by opendata.ch

holoviews icon holoviews

With Holoviews, your data visualizes itself.

javaosc icon javaosc

OSC protocol library written in Java

neighbor_interactions icon neighbor_interactions

Spatial interactions between neighboring plants are foundational to population and community ecology. Neighbor interactions include both positive (facilitation) and negative (competition) effects. The strength of interaction between neighboring plants decays with distance and is often modeled using non-linear functions that take into account a target plant and all its neighbors, resulting in large matrices that represent pairwise interactions. The structural complexity of neighbor interactions and the large size of neighborhood data structures results in long run times and convergence problems. In this talk, we demonstrate how Stan’s segment function can speed computation on sparse matrices of pairwise neighbors in plant-plant interaction models. In addition, we present solutions to common problems of fitting neighborhood models with hierarchical effects, including a comparison of centered vs. non-centered parameterizations. We conclude that the flexibility of the Stan programming language presents novel opportunities to fit classic spatial models in ecology.

node-openid-client icon node-openid-client

OpenID Certified™ Relying Party (OpenID Connect/OAuth 2.0 Client) implementation for Node.js.

open-semantic-etl icon open-semantic-etl

Python based Open Source ETL tools for file crawling, document processing (text extraction, OCR), content analysis (Entity Extraction & Named Entity Recognition) & data enrichment (annotation) pipelines & ingestor to Solr or Elastic search index & linked data graph database

supabase icon supabase

The open source Firebase alternative. Follow to stay updated about our public Beta.

zirkonium icon zirkonium

Automatically exported from code.google.com/p/zirkonium

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