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Deeplearning 500 Questions ⭐ 52,013

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

100 Days Of Ml Code ⭐ 42,417

100 Days of ML Coding

Ailearning ⭐ 37,934

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

Statistical Learning Method_code ⭐ 10,396

手写实现李航《统计学习方法》书中全部算法

Pythonpark ⭐ 8,310

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度

Machine Learning ⭐ 6,628

⚡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

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Machinelearning_python ⭐ 5,892

机器学习算法python实现

Easypr ⭐ 5,583

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

Machinelearning ⭐ 4,895

Basic Machine Learning and Deep Learning

Libsvm ⭐ 4,344

LIBSVM -- A Library for Support Vector Machines

100 Days Of Ml Code Chinese Version ⭐ 2,923

Chinese Translation for Machine Learning Infographics

M2cgen ⭐ 2,411

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

The Operator Splitting QP Solver

Thundersvm ⭐ 1,498

ThunderSVM: A Fast SVM Library on GPUs and CPUs

Ios_ml ⭐ 1,406

List of Machine Learning, AI, NLP solutions for iOS. The most recent version of this article can be found on my blog.

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Play With Machine Learning Algorithms ⭐ 1,164

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

Vehicle Detection ⭐ 1,068

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

Pytorch_classification ⭐ 1,055

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

Machine Learning ⭐ 1,046

机器学习原理

Machinelearning ⭐ 1,029

Machine learning algorithms implemented by pure numpy

Limdu ⭐ 1,027

Machine-learning for Node.js

Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Crimekgassitant ⭐ 777

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

Java Statistical Analysis Tool, a Java library for Machine Learning

Python Ml Course ⭐ 724

Curso de Introducción a Machine Learning con Python

Rumale is a machine learning library in Ruby

Machine_learning ⭐ 718

Machine learning library for Node.js

Listed Company News Crawl And Text Analysis ⭐ 689

从新浪财经、每经网、金融界、中国证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本

Textgrocery ⭐ 678

A simple short-text classification tool based on LibLinear

Sentimentpolarityanalysis ⭐ 674

情感极性分析repository1：基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析

Fast Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)

Support Vector Machine in Javascript (SMO algorithm, supports arbitrary kernels) + GUI demo

Speech Emotion Recognition ⭐ 570

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

Voc Dpm ⭐ 539

Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.

Machinelearnjs ⭐ 532

Machine Learning library for the web and Node.

Vehicle Detection ⭐ 509

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

Metaoptnet ⭐ 480

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Semisup Learn ⭐ 460

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

Golang machine learning lib

Garbage_classify ⭐ 418

本文新增添分类，检测，换脸技术等学习教程，各种调参技巧和tricks，卷积结构详细解析可视化，注意力

Machine Learning Note ⭐ 414

机器学习笔记

Stagesepx ⭐ 408

detect stages in video automatically

Exemplarsvm ⭐ 407

Ensemble of Exemplar-SVMs for Object Detection and Beyond

Machine Learning_zhouzhihua ⭐ 388

Exercises answers to the book "machine-learning" written by Prof. Zhou Zhihua of Nanjing University

Weiboanalysis ⭐ 370

微博情感分析，文本分类，毕业设计项目

Object Detector ⭐ 367

Object Detection Framework using HOG as descriptor and Linear SVM as classifier.

Stock Analysis ⭐ 366

Regression, Scrapers, and Visualization

Covid Sanity ⭐ 321

Aspires to help the influx of bioRxiv / medRxiv papers on COVID-19

Keras Facenet ⭐ 314

Facenet implementation by Keras2

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Predicting Car Price From Scraped Data ⭐ 305

Picture and specifications scraper

Liblinear Java ⭐ 303

Java version of LIBLINEAR

Sentiment Analysis ⭐ 296

Chinese Shopping Reviews sentiment analysis

Node Svm ⭐ 284

Support Vector Machines for nodejs

Naive Bayes SVM for Sentiment Analysis

用Python实现SVM多分类器

Rb Libsvm ⭐ 279

Ruby language bindings for LIBSVM

Fuku Ml ⭐ 278

Simple machine learning library / 簡單易用的機器學習套件

Handson Ml ⭐ 277

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Machinelearningseminars ⭐ 240

Семинары А.В. Грабового к лекционному курсу К.В. Воронцова.

Ml_implementation ⭐ 238

Implementation of Machine Learning Algorithms

Machine Learning For Beginner By Python3 ⭐ 225

为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)

Pedestrian_detection ⭐ 224

通过HOG+SVM训练进行行人检测，行人数据库使用INRIAPerson，程序基于OpenCV实现

A (very incomplete) project that combines machine learning with music.

Lihang_algorithms ⭐ 219

用python和sklearn两种方法实现李航《统计学习方法》中的算法

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

Clandmark ⭐ 203

Open Source Landmarking Library

Bbb Face Recognizer ⭐ 202

Face recognition system using MTCNN, FACENET, SVM and FAST API to track participants of Big Brother Brasil in real time.

⛈️ RumbleDB 1.21.0 "Hawthorn blossom" 🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

Machinelearningwithme ⭐ 191

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

Svm_mnist_digit_classification ⭐ 185

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

Netl Automatic Topic Labelling ⭐ 184

Generating labels for topics automatically using neural embeddings

Captcha Svm ⭐ 182

use svm to hack simple captcha

Statistical Classifier ⭐ 171

A PHP implementation of a Naive Bayes statistical classifier, including a structure for building other classifiers, multiple data sources and multiple caching backends.

Basic soft-margin kernel SVM implementation in Python

Ml Course ⭐ 168

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Multiple-Instance Support Vector Machines

Svm Classification Localization ⭐ 162

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

Daily Question ⭐ 161

每日一题（涉及但不仅限于机器学习、深度学习和计算机视觉等方向）

Easypr Dll Csharp ⭐ 160

EasyPR 1.5 的DLL版本——通过C#调用DLL文件来实现界面展现。(The DLL version of EasyPR 1.5: Achieving interface display by using the C # language to call DLL file. )

Machinelearningex ⭐ 159

Coursera上斯坦福大学的机器学习编程作业——Andrew Ng

Handwritten Digit Recognition Using Deep Learning ⭐ 158

Handwritten Digit Recognition using Machine Learning and Deep Learning

Scikit Rvm ⭐ 158

Relevance Vector Machine implementation using the scikit-learn API.

Simplesvmhook ⭐ 156

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

Vehicle License Plate Recognition ⭐ 155

🔥 🔥🔥基于Python的车牌检测和识别系统：

Machine Learning Algorithms implementations

经典机器学习算法的极简实现

Classify Text ⭐ 152

"20 Newsgroups" text classification with python

Cnn Svm ⭐ 151

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Rdtsc Kvm Handler ⭐ 150

my patches for linux kernel to spoof rdtsc and make vm exit undetected

Stockprodiction ⭐ 146

Stock Prodiction by SVM & ARIMA

Dash Svm ⭐ 141

Interactive SVM Explorer, using Dash and scikit-learn

Malware Classification ⭐ 140

Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification

Svm Pytorch ⭐ 139

Linear SVM with PyTorch

Mylearn ⭐ 138

machine learning algorithm

Tiny_ml ⭐ 137

numpy 实现的周志华《机器学习》书中的算法及其他一些传统机器学习算法

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