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hyperdimensional-computing
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torchhd
Torchhd is a Python library for Hyperdimensional Computing and Vector Symbolic Architectures
https://torchhd.readthedocs.io
MIT License
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Warning on normalizing vectors with zero norm
#120
mikeheddes
closed
4 months ago
0
Allow batch dimensions in dot and cosine similarity
#119
mikeheddes
closed
1 year ago
0
Add model with GLVQ classifier
#118
denkle
opened
1 year ago
2
Remove randomness from the unit tests as much as possible
#117
mikeheddes
opened
1 year ago
0
Documentation
#116
pereverges
closed
1 year ago
0
Created create_random_permute function
#115
21leejenny
closed
1 year ago
0
Add intRVFL to the models module
#114
mikeheddes
closed
1 year ago
0
Add Centroid classification model with iterative learning methods
#113
mikeheddes
closed
1 year ago
0
Created create_random_permute function.
#112
21leejenny
closed
1 year ago
0
Support for all VSA models in the embeddings module
#111
mikeheddes
closed
1 year ago
0
Fix the nonlinear bug and add mnist example
#110
Orienfish
closed
1 year ago
1
Add Holographic Reduced Representations VSA model
#109
mikeheddes
closed
1 year ago
0
Implementing circular hypervectors with the Holographic Reduced Representations model
#108
mikeheddes
opened
1 year ago
0
Dwhc datasets 91 121
#107
denkle
closed
1 year ago
0
Added datasets 61-90 from DWHC
#106
denkle
closed
1 year ago
0
Add DWHC datasets 41-60
#105
denkle
closed
1 year ago
1
Added datasets 21 to 40
#104
denkle
closed
1 year ago
0
Datasets 1 20
#103
denkle
closed
1 year ago
0
Fix wrong quantization example
#102
mikeheddes
closed
1 year ago
0
Add precision and quantization method to VSA models
#101
mikeheddes
opened
1 year ago
0
Wrong Example
#100
lakshya-4gp
closed
1 year ago
1
Add common VSA/HDC classification models
#99
mikeheddes
closed
1 year ago
0
intRVFL
#98
denkle
closed
1 year ago
4
Dataset hosting and verification
#97
mikeheddes
opened
1 year ago
1
New datasets
#96
denkle
closed
1 year ago
5
Ability to specify the model used in Embedding classes
#95
mikeheddes
closed
1 year ago
0
Model agnostic thermometer codes
#94
mikeheddes
opened
1 year ago
0
Add methods to form thermometer codes
#93
denkle
closed
1 year ago
4
Support for Holographic Reduced Representations VSA model
#92
mikeheddes
closed
1 year ago
1
Support explicit VSA models enabling customization of operations
#91
mikeheddes
closed
1 year ago
0
Support for slot encoding VSA model
#90
mikeheddes
closed
12 months ago
0
Sparse Distributed Memory implementation
#89
mikeheddes
closed
1 year ago
0
Add sinusoid embedding and fix projection embedding
#88
mikeheddes
closed
1 year ago
0
Random Projection Encoding
#87
thomas9t
closed
1 year ago
1
Add randsel bundling of hypervectors
#86
mikeheddes
closed
1 year ago
0
Add functional creation of graph
#85
mikeheddes
closed
1 year ago
0
Consider renaming embeddings to nn module
#84
mikeheddes
closed
1 year ago
1
Investigate compatibility with TorchScript
#83
mikeheddes
opened
2 years ago
0
Add universal cosine and dot similarity support
#82
mikeheddes
closed
2 years ago
0
Add complex hypervector types
#81
mikeheddes
closed
2 years ago
0
Separate the similarity functions into angle and magnitude functions
#80
rgayler
closed
2 years ago
0
Implement encoding functions in terms of VSA primitives
#79
rgayler
closed
1 year ago
0
Implement inverse operators
#78
rgayler
closed
1 year ago
2
Allow multiple fixed permutation operators
#77
rgayler
closed
1 year ago
0
Implement bundle (and maybe bind) for more than 2 scalar weighted operands
#76
rgayler
closed
1 year ago
1
Implement randsel bundling
#75
rgayler
closed
1 year ago
1
Design to allow easy comparison of alternate versions of VSA primitives (and other functions)
#74
rgayler
closed
1 year ago
0
Design to allow multiple versions of primitive VSA operators
#73
rgayler
closed
1 year ago
9
Similarity function that works for any supported hypervector type
#72
mikeheddes
closed
2 years ago
1
Add binary hypervector support
#71
mikeheddes
closed
2 years ago
0
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