56 results found Sort:

apachecn
ailearning apachecn
11.4k
38.4k
other
1.7k
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
dnn nlp pca rnn svd svm lstm kmeans python apriori sklearn adaboost logistic fp-growth naivebayes regression deeplearning scikit-learn mahchine-leaning recommendedsystem
Created 2017-02-25
240 commits to master branch, last one 3 months ago
h2oai
h2o-3 h2oai
2.0k
6.8k
apache-2.0
385
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Me...
r gbm gpu h2o pca java spark automl hadoop python big-data h2o-automl opensource distributed naive-bayes data-science deep-learning random-forest machine-learning ensemble-learning
Created 2014-03-03
32,462 commits to master branch, last one 2 days ago
susanli2016
Machine-Learning-with-Python susanli2016
4.8k
4.2k
unknown
271
Python code for common Machine Learning Algorithms
lda pca svm svr random-forest decision-trees kmeans-clustering linear-regression xgboost-algorithm knn-classification logistic-regression polynomial-regression naive-bayes-classifier hierarchical-clustering
Created 2017-05-26
211 commits to master branch, last one about a year ago
Visualize-ML
Book5_Essentials-of-Probability-and-Statistics Visualize-ML
539
2.5k
unknown
29
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！
pca regression statistics machine-learning multivariate-statistics
Created 2022-10-09
194 commits to main branch, last one 2 months ago
MaxHalford
prince MaxHalford
177
1.2k
mit
26
:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA
ca mca mfa pca svd famd pandas python procrustes scikit-learn factor-analysis correspondence-analysis multiple-factor-analysis principal-component-analysis multiple-correspondence-analysis
Created 2016-10-22
398 commits to master branch, last one 3 days ago
kzampog
cilantro kzampog
203
998
mit
43
A lean C++ library for working with point cloud data
3d icp mds pca rgbd convex ransac k-means clustering mean-shift convex-hull point-cloud registration segmentation model-fitting reconstruction 3d-visualization spectral-clustering non-rigid-registration iterative-closest-point
Created 2017-05-03
841 commits to master branch, last one 10 months ago
thu-ml
ares thu-ml
89
466
apache-2.0
17
A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
bim hgd nes pca fgsm spsa mmlda mi-fgsm boundary deepfool distillation evolutionary adversarial-attacks benchmark-framework adversarial-robustness adversarial-machine-learning
Created 2020-03-19
190 commits to main branch, last one 8 months ago
h2oai
h2o4gpu h2oai
96
456
apache-2.0
132
H2Oai GPU Edition
r cpu glm gpu pca svd cuda lasso python rstats c-plus-plus elastic-net machine-learning
Created 2017-03-17
2,268 commits to master branch, last one 3 months ago
easystats
parameters easystats
37
411
gpl-3.0
13
:bar_chart: Computation and processing of models' parameters
r ci fa pca beta pvalues bootstrap easystats r-package parameters standardize hacktoberfest data-reduction feature-reduction regression-models robust-statistics feature-extraction statistical-models confidence-intervals standardized-estimates
Created 2019-02-09
5,145 commits to main branch, last one 3 days ago
JuliaStats
MultivariateStats.jl JuliaStats
84
372
other
27
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
cca ica lda mds pca julia regression statistics ols-regression ridge-regression linear-regression isotonic-regression multivariate-statistics dimensionality-reduction
Created 2014-03-12
197 commits to master branch, last one 8 days ago
jmartinezheras
2018-MachineLearning-Lectures-ESA jmartinezheras
142
347
unknown
31
Machine Learning Lectures at the European Space Agency (ESA) in 2018
pca tf-idf lectures clustering text-mining deep-learning random-forest decision-trees lecture-slides lecture-videos neural-network topic-modeling machinelearning lecture-material machine-learning anomaly-detection linear-regression support-vector-machines
Created 2018-06-25
55 commits to master branch, last one 8 months ago
erdogant
pca erdogant
41
276
mit
5
pca: A Python Package for Principal Component Analysis.
pca biplot 3d-plot outliers hotelling-t2 explained-variance principal-component-analysis
Created 2020-01-11
450 commits to master branch, last one 27 days ago
Albertsr
Anomaly-Detection Albertsr
86
270
unknown
9
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
lof pca kernel-pca pulearning data-mining pca-analysis isolation-forest anomaly-detection mahalanobis-distance semi-supervised-learning intrusion-detection-system principal-component-analysis
Created 2018-09-24
662 commits to master branch, last one 3 years ago
moon-hotel
MachineLearningWithMe moon-hotel
41
234
unknown
5
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现
hca knn pca svm cart gbdt python kd-tree adaboost clustering naive-bayes self-training svm-classifier machine-learning dbscan-clustering ensemble-learning hierarchical-clustering decision-tree-classifier machine-learning-algorithms
Created 2020-03-31
358 commits to master branch, last one 26 days ago
steliosploumpis
Universal_Head_3DMM steliosploumpis
23
229
other
13
This is a Project Page of 'Towards a complete 3D morphable model of the human head'
eye pca uhm 3dmm face head ear-model ear-shape eye-model morphable universal regression head-shapes registration gaussian-processes complete-head-model universal-head-model
Created 2020-01-07
64 commits to master branch, last one about a year ago
allentran
pca-magic allentran
47
216
apache-2.0
7
PCA that iteratively replaces missing data
pca python data-science machine-learning
Created 2015-01-08
32 commits to master branch, last one 4 years ago
DanielMartensson
CControl DanielMartensson
56
209
mit
10
Using advanced control and computer vision techniques in an easy way for embedded
c lda mkl pca lapack computervision control-systems machinelearning optimal-control embedded-systems machine-learning math-kernel-library systemidentification
Created 2019-10-12
991 commits to master branch, last one 4 months ago
snrazavi
Machine_Learning_2018 snrazavi
102
203
unknown
30
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
pca python clustering regression classification backpropagation neural-networks gradient-descent machine-learning anomaly-detection linear-regression recommender-system logistic-regression supervised-learning support-vector-machines dimensionality-reduction unsupervised-machine-learning
Created 2018-10-16
94 commits to master branch, last one 2 years ago
luokn
ml luokn
35
172
gpl-3.0
4
经典机器学习算法的极简实现
gmm knn lda log pca svm numpy kmeans python adaboost algorithms perceptron naive-bayes decision-tree machine-learning logistic-regression
Created 2020-05-23
215 commits to master branch, last one about a year ago
HansRen1024
SVM-classification-localization HansRen1024
72
168
unknown
9
HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS
hog nms pca pso svm detection edgeboxes
Created 2017-07-05
51 commits to master branch, last one 11 months ago
faridcher
ml-course faridcher
150
167
unknown
13
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
pca svm k-means clustering classification learning-curve neural-network regularization anomalydetection gradient-descent machine-learning linear-regression recommender-system principal-component-analysis
Created 2016-04-15
46 commits to master branch, last one 12 days ago
stemangiola
tidybulk stemangiola
23
162
unknown
6
Brings bulk and pseudobulk transcriptomics to the tidyverse
pca gsea pipe tidy tsne edger deseq2 entrez tibble tidy-data tidyverse redundancy ensembl-ids transcripts bioconductor gene-symbols mds-dimensions transcriptomics differential-expression bulk-transcriptional-analyses
Created 2019-08-28
1,458 commits to master branch, last one 29 days ago
stemangiola
tidyseurat stemangiola
12
144
unknown
10
Seurat meets tidyverse. The best of both worlds.
pca sct tsne umap dplyr purrr tidyr seurat tibble ggplot2 tidyverse single-cell transcripts normalization single-cell-rna-seq
Created 2020-08-23
406 commits to master branch, last one 3 months ago
lkeab
gsnet lkeab
23
142
unknown
12
Official code of ECCV 2020 paper "GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision". GSNet performs joint vehicle pose estimation and vehicle shape recon...
pca eccv apollo 3d-model eccv2020 6dof-pose car-shape car-models detectron2 pca-models apollocar3d apolloscape car-keypoint vehicle-keypoint autonomous-vehicles key-points-detection 3d-shape-reconstruction vehicle-pose-estimation vehicle-shape-reconstruction vehicle-pose-shape-reconstruction
Created 2020-08-01
86 commits to master branch, last one 2 years ago
dongkwonjin
Eigenlanes dongkwonjin
16
127
apache-2.0
4
Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022
pca svd lane pytorch roadlane descroptor deep-learning lane-detection
Created 2022-03-25
105 commits to main branch, last one about a year ago
vyraun
Half-Size vyraun
24
126
unknown
9
Code for "Effective Dimensionality Reduction for Word Embeddings".
pca glove fasttext nips-2017 wordembedding
Created 2017-08-11
67 commits to master branch, last one 3 years ago
bwlewis
irlba bwlewis
17
125
unknown
11
Fast truncated singular value decompositions
pca svd sparse-principal-components principal-component-analysis singular-value-decomposition
Created 2015-08-01
305 commits to master branch, last one about a year ago
logancyang
loss-landscape-anim logancyang
22
124
mit
3
Create animations for the optimization trajectory of neural nets
pca pytorch neural-nets loss-landscape pytorch-lightning optimization-trajectory
Created 2021-01-04
64 commits to master branch, last one 4 months ago
ankane
faiss-ruby ankane
4
119
mit
5
Efficient similarity search and clustering for Ruby
ann pca kmeans approximate-nearest-neighbors
Created 2020-03-08
133 commits to master branch, last one 3 months ago
dsgiitr
VisualML dsgiitr
20
116
gpl-3.0
9
Interactive Visual Machine Learning Demos.
pca svm autoencoder deep-learning tensorflow-js mlp-classifier style-transfer visualizations machine-learning vanishing-gradient logistic-regression
Created 2020-05-01
182 commits to master branch, last one about a year ago