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Dodo
ADDON. Version 0.3. Released on 2019-Feb-23. Provides 44 components. Created by Lorenzo Greco. Features 1 video tutorials.
Dodo is a collection of tools for machine learning, optimization, and geometry manipulation. Regarding AI, it features neural networks, gradient descent, stochastic gradient descent and swarm optimization. Dodo has tools for scalar, vector and tensor fields manipulation which can be visualized using isosurfaces. Some components are implementations of papers, you can find more info and reference in their html description.
Field
| Construct Tensor Field (ConstructTF) Constructs a tensor field | |
| Custom Field (CustomField) Generate a user-defined vector field | |
| Deconstruct Tensor Field (DeconstructTensField) Deconstruct a tensor field into a connectivity mesh and a list of tensors | |
| Discrete Field (DiscrField) Generate a continuous field from a discrete vector set | |
| Field From Mesh (FieldFromMesh) Generates a field based on a mesh's principal curvature | |
| Field From Surface (FieldFromSurface) Generates a field based on a surface's principal curvature | |
| Field Potential (FieldPotential) Provided the field is conservative, this calculates the potential in each pointas the negative of the work done by a particle from the sampling point (A) to the source (B) | |
| Image Charge (ImageCharge) Create a field due to an image charge | |
| Point Trajectory (IntegFieldPoint) Find the trajectory of a point in a field | |
| Integrate Tensor Field (IntegrateTFMesh) Integrate Tensor Field on Mesh | |
| Path on Object (PathOnObj) Integrate a field using an object as a constraint | |
| Rotate Tensor Field (RotateTF) Description | |
| Smoothen Field (Smoothen a field) See html help in the component | |
| Iso-Potential Surface (IsoPotSurf) Calculates the iso-potential surfaces of a field | |
| Tensor Field - Vector (TFtoVF) Calculate a vector field from a tensor field and a single direction The resulting vector will be V(x) = TF(x) * D, where M is the tensor field in a point and D the direction given | |
| Tensor Field - Component (TFtoVF2) Creates a vector field by choosing a component of the Tensor Field. By default it takes the first direction. Right-click on the component to change that. |
kd-Tree
| Construct Node Value (ConKDNodeVal) Construct a kd-Node with a value associated to it | |
| Construct Node (ConKDNode) Construct a kd-Node | |
| Construct Tree (ConKDTree) Construct a kd-Tree | |
| Deconstruct Node (DeConKDNode) Deconstruct a kd-Node | |
| Nearest Neighbours Hypercube (NearKDNCube) Finds kdNodes in a hypercube | |
| Nearest Neighbours Distance (NearKDNNum) Finds kdNode within a certain distance from a given one | |
| Nearest Neighbours Number (NearKDNNum) Finds n nearest neighbours to the specified kdNode |
Mesh
| Convex Hull 3D (ConvexHull3D) Create a convex hull 3d from a poiont cloud | |
| Geodesic (GeodesicMesh) Geodesic on a mesh | |
| Integrate Mesh Curvature (IntegrateMshCrv) Integrates the principal directions field of a mesh | |
| Iso Mesh (IsoMesh) Creates and Iso Mesh | |
| Mesh Curvature (MeshCrv) Find the curvature field of a mesh | |
| Umbilic Points (UmbilicPoints) Find umbilc points on a mesh | |
| Voxels Samples the field for creating the Voxels |
Other
| Dancing Banana (Banana) A funny dancing banana | |
| Series from List (SeriesList) Create a series of numbers having the same length of the given list | |
| Group Numbers (GroupNums) Group numbers | |
| Run Executable (RunExec) Run an executable with attributes | |
| Sort Curves (Sort curves) Sort curves along a given curve |
Graph
| Generate Graph (GenGraph) Create graph from curves | |
| Find Path (PathGraph) Visualize the shortest path | |
| Graph search (GraphSrch) Find distances in a graph | |
| Generate Network (GenGraph) Create graph from curves |
Artificial Intelligence
| Run Neural Network (RunNN) Run data through a trained neural network | |
| Supervised Training NN (SupTrainNN) Supervised training | |
| Unsupervised Training NN (UnsupTrainNN) Unsupervised training |
Surface
| Integrate Curvature Field Integrate Curvature Field |
MathNet
| Statistics (Stats) Calculate statistics for a series of numbers |
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