57 results found Sort:

apachecn
ailearning apachecn
11.4k
38.5k
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
32,470 commits to master branch, last one 12 hours ago
susanli2016
Machine-Learning-with-Python susanli2016
4.8k
4.2k
unknown
270
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 2 years ago
Visualize-ML
Book5_Essentials-of-Probability-and-Statistics Visualize-ML
550
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 3 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 17 days ago
kzampog
cilantro kzampog
205
1.0k
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
88
467
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 9 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 4 months ago
easystats
parameters easystats
37
414
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
5,147 commits to main branch, last one 7 days ago
JuliaStats
MultivariateStats.jl JuliaStats
84
373
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 21 days ago
jmartinezheras
2018-MachineLearning-Lectures-ESA jmartinezheras
142
348
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 9 months ago
erdogant
pca erdogant
42
279
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 about a month ago
Albertsr
Anomaly-Detection Albertsr
86
272
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
235
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 about a month ago
steliosploumpis
Universal_Head_3DMM steliosploumpis
23
230
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 5 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 25 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 about a month ago
lkeab
gsnet lkeab
23
144
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
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
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 4 years ago
logancyang
loss-landscape-anim logancyang
22
125
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
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
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