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Top 5 principal-components open source projects
HRTF-Individualization
Head-related Transfer Function Customization Process through Slider using PCA and SH in Matlab
✭ 38
matlab
database
pca
acoustic
hrtf
spherical-harmonics
principal-components
headphone
hrtf-individualization
adjustement
adjustments
NMFADMM
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
✭ 39
python
optimization
word2vec
deepwalk
matrix-factorization
feature-extraction
pca
topic-modeling
factorization
lda
unsupervised-learning
admm
sparse-matrix
principal-component-analysis
embedding
nmf
principal-components
node2vec
unsupervised-machine-learning
word-embedding
beta-divergence
Dimensionality-reduction-and-classification-on-Hyperspectral-Images-Using-Python
In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
✭ 63
Jupyter Notebook
python
numpy
pandas
pca
classification
dimensionality-reduction
matplotlib
hacktoberfest
hyperspectral-image-classification
principal-components
indian-pines
hacktoberfest2020
federated pca
Federated Principal Component Analysis Revisited!
✭ 30
matlab
streaming
decentralized
pca
dimensionality-reduction
streaming-algorithms
online-learning
principal-components
subspace-tracking
differential-privacy
federated-learning
perturbation-mask
federated-pca
twpca
🕝 Time-warped principal components analysis (twPCA)
✭ 118
Jupyter Notebook
python
neuroscience
dimensionality-reduction
principal-components
time-warp
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