truncated-svd

There are 1 repository under truncated-svd topic.

IntelLabs / distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
automl-for-compression deep-neural-networks distillation early-exit group-lasso jupyter-notebook network-compression onnx pruning pruning-structures pytorch quantization regularization truncated-svd
Language:Jupyter Notebook 4309
jonaschn / awesome-topic-models
✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)
awesome topic-modeling awesome-list topic-models topic-model nlp text-mining latent-dirichlet-allocation latent-semantic-analysis truncated-svd non-negative-matrix-factorization hierarchical-dirichlet-processes dynamic-topic-modeling author-topic-model labeled-lda dirichlet-multinomial dirichlet-process-mixtures sentence-lda
75
musco-ai / musco-pytorch
MUSCO: MUlti-Stage COmpression of neural networks
pytorch network-compression tensor-decomposition tucker cp-decomposition truncated-svd vbmf low-rank deep-neural-networks network-acceleration model-compression model-acceleration
Language:Jupyter Notebook 73
krpiyush5 / Amazon-Fine-Food-Review
Machine learning algorithm such as KNN,Naive Bayes,Logistic Regression,SVM,Decision Trees,Random Forest,k means and Truncated SVD on amazon fine food review
amazonfinefoodreviews machinelearning knn svm naive-bayes logistic-regression decision-trees random-forest tsne kmeans-clustering truncated-svd
Language:Jupyter Notebook 37
musco-ai / musco-tf
MUSCO: Multi-Stage COmpression of neural networks
musco tensorflow network-compression tensor-decomposition tucker cp-decomposition truncated-svd vbmf low-rank-approximation deep-neural-networks cnn-compresion cnn-acceleration
Language:Python 8
Sachin-D-N / Amazon_Food_Reviews
In this repository, I am practiced and implemented various machine learning algorithms using the real-world dataset amazon food reviews from Kaggle.
amazonfoodreviews natural-language-processing knearest-neighbor-algorithm naive-bayes-classifier gradient-descent logistic-regression support-vector-machines decision-tree-classifier random-forest clustering truncated-svd
Language:Jupyter Notebook 6
Vishwesh4 / Netflix-prize
Netflix data challenge hosted by PRML course in IITM, we secured 5th position as team Goodfellas
neighbourhood-models user-regression latent-factors python netflix-data-challenge truncated-svd rating-prediction
Language:Jupyter Notebook 6
jfilter / sparse-svd-benchmark
Sparse Truncated SVD Benchmark (Python)
truncated-svd svd svd-matrix-factorisation svd-factorization python
Language:Jupyter Notebook 3
matteo-serafino / dimensionality-reduction-package
Python package for plug and play dimensionality reduction techniques and data visualization in 2D or 3D.
dimensionality-reduction clustering factor-analysis isomap kernel-pca lda mds pca t-sne truncated-svd umap
Language:Python 3
buketgencaydin / Dynamic-Malware-Modelling
Malware classification using Extreme Gradient Boosting - XGBoost, CountVectorizer, TruncatedSVD
countvectorizer xgboost truncated-svd machine-learning python hyperparameter-tuning cross-validation
Language:Jupyter Notebook 2
KUANCHENGFU / News-Article-Clustering
python tf-idf cosine-similarity truncated-svd k-means-clustering
Language:Jupyter Notebook 2
u1234x1234 / pyspectra
Unofficial python interface to Spectra library; GPU accelerated eigenvalue / TruncatedSVD problems solving
spectra arpack eigenvalues truncated-svd svd gpu linear-algebra pybind11 eigen
Language:Python 2
akjayant / Linear-Algebra
Linear Algebra Course Assignments at IISc, Bangalore
gauss-jordan spectral-clustering truncated-svd tsne centrality-metrics
Language:Python 1
niketan108 / Truncated-SVD-on-amazon-food
Built a model using Truncated SVD on amazon fine food review dataset
truncated-svd truncatedsvd machine-learning artificial-intelligence amazonfinefoodreviews
Language:Jupyter Notebook 1
Nikhileswar-Reddy / Project-Gutenberg
lda topic-modeling webscraping gutenberg-ebooks nlp truncated-svd clustering
Language:Jupyter Notebook 1
sathvikyesprabhu / ece2-hw
blue dct evd fourier-transform haar-wavelets jpeg-image-compression pseudo-inverse riesz splines svd tikhonov-regularization truncated-svd wavelet-transform
Language:Jupyter Notebook 1
tek-cub / nlp-job-postings
Natural language processing of job postings in order to gain insight into the data science job market.
python data-science machine-learning natural-language-processing pandas scikit-learn tf-idf topic-modeling unsupervised-learning anaconda jupyter-notebook exploratory-data-analysis k-means clustering singular-value-decomposition truncated-svd extract-transform-load feature-extraction data-cleaning
Language:Jupyter Notebook 1
y656 / Weather-data-clustering
This repository contains clustering techniques applied to minute weather data. It contains K-Means, Heirarchical Agglomerative clustering. I have applied various feature scaling techniques and explored the best one for our dataset
clustering-algorithm hierarchical-clustering kmeans-clustering matplotlib-pyplot pandas-dataframe seaborn-plots unsupervised-machine-learning kernelpca minmaxscaling outlier-detection pca robust-scaling standard-scaler truncated-svd dendrogram outliers-detection davies-bouldin elbow-plot silhouette-score
Language:Jupyter Notebook 1
a-t-em / KNN-Book-Recommendation
NearestNeighbors and correlation matrix for book recommendation.
correlation-matrix knn-algorithm recommendation-algorithms sklearn truncated-svd
Language:Python 0
Fedorov-Artem / kaggle-single-cell
Code for kaggle single cell competition (got bronze medal)
biology catboost-regressor kaggle-competition pandas regression truncated-svd
Language:Jupyter Notebook 0
marycboardman / Random-Acts-of-Pizza
A machine learning project using the data from this Kaggle competition: https://www.kaggle.com/c/random-acts-of-pizza
jupyter-notebook python machine-learning numpy logistic-regression exploratory-data-analysis naive-bayes truncated-svd recursive-feature-elimination jupyternotebook python3 python-3 machinelearning machine-learning-algorithms
Language:Jupyter Notebook 0
gsiddhad / Text-Classification
Text Classification using ML and DL
text-classification nltk-dataset nltk autoencoder tfidf reuters-21578 lstm random-forest decision-tree knn truncated-svd rnn
Language:Jupyter Notebook
KUANCHENGFU / Pitch-Type-Clustering
python exploratory-data-analysis k-means-clustering truncated-svd baseball
Language:Jupyter Notebook
VinylBr / DeepLearningvsML_TBResistancePrediction
Deep Learning vs Tranditional ML methods for TB Drug Resistance prediction from Genomic data
adaboostclassifier convolutional-neural-networks pytorch-implementation randomforestclassifier sklearn stratified-cross-validation t-sne truncated-svd xgboost-classifier
Language:Jupyter Notebook

truncated-svd

IntelLabs / distiller

jonaschn / awesome-topic-models

musco-ai / musco-pytorch

krpiyush5 / Amazon-Fine-Food-Review

musco-ai / musco-tf

Sachin-D-N / Amazon_Food_Reviews

Vishwesh4 / Netflix-prize

jfilter / sparse-svd-benchmark

matteo-serafino / dimensionality-reduction-package

buketgencaydin / Dynamic-Malware-Modelling

KUANCHENGFU / News-Article-Clustering

u1234x1234 / pyspectra

akjayant / Linear-Algebra

niketan108 / Truncated-SVD-on-amazon-food

Nikhileswar-Reddy / Project-Gutenberg

sathvikyesprabhu / ece2-hw

tek-cub / nlp-job-postings

y656 / Weather-data-clustering

a-t-em / KNN-Book-Recommendation

Fedorov-Artem / kaggle-single-cell

marycboardman / Random-Acts-of-Pizza

gsiddhad / Text-Classification

KUANCHENGFU / Pitch-Type-Clustering

VinylBr / DeepLearningvsML_TBResistancePrediction