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Gemini 3 and 200+ AI Models on One Platform
Access Google's best plus Claude, Llama, and Gemma. Fine-tune and deploy from one console.
Build generative AI apps with Vertex AI. Switch between models without switching platforms.
ggraph adapts the Grammar of Graphics from ggplot2 for network and graph visualizations. It integrates with tidygraph/igraph data structures, providing a wide range of geoms, layouts (e.g. hive plots, circle packing), and layering methods tailored to hierarchical or relational data.
...Dependencies:
python >= 2.7 version
python packages: rpy2(v2.8.1), pysam(>0.8.4), pybedtools(v0.7.7) and wxpython (only for GUI form)
R with following packages: gplots, ggplot2, RColorBrewer, FactoMineR, kernlab, bnlearn, igraph, fastcluster, caret and ROCR
bedtools (2.16/2.17/2.25)
Manual & different forms of EpiMINE can be downloaded is available under "Browse Files" section
For any help, you can reach us at epimine.help@gmail.com
...In order to find the network partition that maximizes modularity, the software offers five optimization methods to the user: simulated annealing, fast greedy, spectral partitioning, a hybrid of fast greedy and simulated annealing, and a hybrid of spectral partitioning and simulated annealing. The software is implemented in C language and it uses the igraph library for complex network research.
iGraph Framework contains the state of the art graph indexing techniques. This is implemented by using C++. You may use the Microsoft Visual C++ for importing the project and view the source code.
iGraph Demo is the visualization tool for demonstrating the data loading/query processing of these indexing techniques.
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