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Avik-Jain /100-Days-Of-ML-Code

Star49k

100 Days of ML Coding

python machine-learning tutorial deep-learning svm linear-regression scikit-learn linear-algebra machine-learning-algorithms naive-bayes-classifier logistic-regression implementation support-vector-machines 100-days-of-code-log 100daysofcode infographics siraj-raval siraj-raval-challenge

UpdatedDec 29, 2023

apachecn /ailearning

Star41.9k

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

python nlp svm scikit-learn sklearn regression logistic dnn lstm pca rnn deeplearning kmeans adaboost apriori fp-growth svd naivebayes mahchine-leaning recommendedsystem

UpdatedNov 12, 2024
Python

Jack-Cherish /Machine-Learning

Star10.1k

⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

python machine-learning svm regression logistic python3 adaboost smo knn decision-tree navie-bayes-algorithm adaboost-algorithm

UpdatedJul 12, 2024
Python

nfmcclure /tensorflow_cookbook

Star6.3k

Code for Tensorflow Machine Learning Cookbook

nlp machine-learning neural-network tensorflow svm genetic-algorithm linear-regression regression cnn ode classification rnn tensorboard packtpub tensorflow-cookbook tensorflow-algorithms kmeans-clustering

UpdatedMay 23, 2024
Jupyter Notebook

susanli2016 /Machine-Learning-with-Python

Star4.5k

Python code for common Machine Learning Algorithms

random-forest svm linear-regression naive-bayes-classifier pca logistic-regression decision-trees lda polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm

UpdatedJun 5, 2025
Jupyter Notebook

osqp /osqp

Star2k

The Operator Splitting QP Solver

machine-learning control optimization svm solver lasso portfolio-optimization numerical-optimization quadratic-programming convex-optimization model-predictive-control

UpdatedDec 15, 2025
C

lxztju /pytorch_classification

Star1.5k

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

flask deployment random-forest svm cnn pytorch image-classification densenet resnet knn knowledge-distillation resnext label-smoothing

UpdatedFeb 6, 2023
Jupyter Notebook

Renovamen /Speech-Emotion-Recognition

Star1.3k

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

svm cnn lstm mlp opensmile speech-emotion-recognition

UpdatedMar 25, 2023
Python

tatsuyah /vehicle-detection

Star1.2k

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

machine-learning udacity computer-vision svm self-driving-car hog-features sliding-windows svm-classifier

UpdatedOct 31, 2017
Jupyter Notebook

Zephery /weiboanalysis

Star1.1k

微博情感分析，文本分类，毕业设计项目

machine-learning svm adaboost bayes

UpdatedApr 23, 2020
Python

TeFuirnever /Machine-Learning-in-Action

Star972

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

svm regression logistic adaboost knn naivebayes decisiontree regression-trees

UpdatedFeb 5, 2020
Python

joanby /python-ml-course

Star816

Curso de Introducción a Machine Learning con Python

python data-science machine-learning svm artificial-neural-networks regression-models

UpdatedOct 31, 2023
Jupyter Notebook

EdwardRaff /JSAT

Sponsor

Star799

Java Statistical Analysis Tool, a Java library for Machine Learning

java machine-learning svm machine-learning-algorithms machine-learning-library tsne jsat

UpdatedDec 16, 2022
Java

JunshengFu /vehicle-detection

Star674

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

svm vehicle-detection yolov1

UpdatedApr 18, 2024
Python

machinelearnjs /machinelearnjs

Star542

Machine Learning library for the web and Node.

machine-learning node web random-forest svm statistical-learning feature-extraction easy-to-use structured-data data-preprocessing minimalistic probabilistic-models

UpdatedNov 26, 2025
TypeScript

xlite-dev /lihang-notes

Star492

📚《统计学习方法-李航: 笔记》 200页PDF，公式细节讲解🎉

svm kd-tree ml statistics-learning lihang li-hang lihang-code lihang-notes li-hang-notes

UpdatedJul 13, 2025
Shell

tandasat /SimpleSvm

Star487

A minimalistic educational hypervisor for Windows on AMD processors.

amd virtual-machine svm driver hypervisor windows-kernel

UpdatedMar 3, 2025
C++

Carl-McBride-Ellis /Compendium-of-free-ML-reading-resources

Star473

Compendium of free ML reading resources

machine-learning statistics random-forest svm linear-regression regression artificial-intelligence neural-networks classification

UpdatedNov 16, 2025

tandasat /SimpleSvmHook

Star446

SimpleSvmHook is a research purpose hypervisor for Windows on AMD processors.

amd virtual-machine svm driver hypervisor windows-kernel

UpdatedFeb 18, 2021
C++

williamfzc /stagesepx

Star442

detect stages in video automatically

python lightweight app performance video svm keras image-classification stage ssim video-to-images

UpdatedMar 1, 2025
Python

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