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156 search results found

100 Days Of Ml Code ⭐ 42,417

100 Days of ML Coding

Python Machine Learning Book ⭐ 11,645

The "Python Machine Learning (1st edition)" book code repository and info resource

Machine_learning_basics ⭐ 3,754

Plain python implementations of basic machine learning algorithms

Interviews.ai ⭐ 3,146

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

General Assembly's 2015 Data Science course in Washington, DC

Awesome Fraud Detection Papers ⭐ 1,364

A curated list of data mining papers about fraud detection.

Coursera Ml Py ⭐ 1,032

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Fast Best-Subset Selection Library

Fuku Ml ⭐ 278

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

Fake_news_detection ⭐ 251

Fake News Detection in Python

The Python Workshop ⭐ 245

A New, Interactive Approach to Learning Python

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Textclf ⭐ 217

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

Unify Emotion Datasets ⭐ 189

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Machine_learning ⭐ 183

Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

Machine Learning ⭐ 161

This repository contains implementations of all Machine Learning Algorithms from scratch in Python. Mathematics required for ML and many projects have also been included.

Textclassification ⭐ 153

several methods for text classification

经典机器学习算法的极简实现

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Machine Learning & Deep Learning Roadmap

Machine_learning_a Z ⭐ 130

Learning to create Machine Learning Algorithms

Amazon Product Recommender System ⭐ 113

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Ds_and_ml_projects ⭐ 110

Data Science & Machine Learning projects and tutorials in python from beginner to advanced level.

Mlwithpytorch ⭐ 107

Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

Sign Language Recognition ⭐ 102

✌️ 👌 ✊ 📷 Sign Language Recognition using Python

A repository for recording the machine learning code

Ml Fraud Detection ⭐ 93

Credit card fraud detection through logistic regression, k-means, and deep learning.

Machinelearningalgorithm ⭐ 82

一些常用的机器学习算法实现

Learning Rank Public ⭐ 72

Skorecard ⭐ 71

scikit-learn compatible tools for building credit risk acceptance models

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Text Classification Baseline ⭐ 49

Pipeline for fast building text classification TF-IDF + LogReg baselines.

Heart_disease_prediction ⭐ 49

Heart Disease prediction using 5 algorithms

25daysinmachinelearning ⭐ 48

I will update this repository to learn Machine learning with python with statistics content and materials

Zfverify ⭐ 44

正方验证码识别工具提供多种方式

Breastcancer_classification ⭐ 44

Machine learning classifier for cancer tissues 🔬

Sales Forecast Ml ⭐ 37

Web app to predict sales of a new product 📈

Tf Example Models ⭐ 35

TensorFlow-based implementation of (Gaussian) Mixture Model and some other examples.

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Handwritten Digits Classification Using Knn Multiclass_perceptron Svm ⭐ 32

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

CIFAR 10 image dataset

Coursera Ng Neural Networks And Deep Learning ⭐ 30

Build logistic regression, neural network models for classification

Landslide Susceptibility Assessment Tools - Project Manager Suite

Coursera Ml Py Sj ⭐ 28

NTUEE Machine Learning, 2017 Spring

Wisconsin Breast Cancer ⭐ 27

[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

Ai Ml Ds Learning Series ⭐ 26

Collection of all Machine Learning and Deep Learning algorithms which would be helpful for beginners

Machine Learning Models ⭐ 26

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

Turkce Duygu Analizi ⭐ 25

Turkish sentiment analysis

Conditional Associative Logic Memory

Machine Learning Journey ⭐ 23

机器学习、自然语言处理、深度学习部分算法实现

Clogistic ⭐ 23

Logistic regression with bound and linear constraints. L1, L2 and Elastic-Net regularization.

Machine Learning Algorithm ⭐ 22

【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision Tree 决策树 | Random Forest 随机森林 | DBDT | GDA 高斯判别分析 | PCA 主成分分析 | LDA 线性判别分析

Python Andrewngml ⭐ 21

Python implementation of Andrew Ng's ML course projects

Machine_learing_algo_python ⭐ 21

implement the machine learning algorithms by python for studying

Streaminglogisticregression ⭐ 21

Logistic Regression in Spark Streaming with Online Updating

Airline Passenger Satisfaction ⭐ 21

Determining the important factors that influences the customer or passenger satisfaction of an airlines using CRISP-DM methodology in Python and RapidMiner.

Machine_learning_problems ⭐ 20

This repository contains end-to-end solutions for standard machine learning problems and problem statements shared in interviews

Learning Python Predictive Analytics ⭐ 20

Tracking, notes and programming snippets while learning predictive analytics

Logisticregression ⭐ 19

Logistic Regression classifier written in python

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

Rest_api_for_fraud Detection ⭐ 18

A logistic regression model that detects the fraud in online transactions that can be accesed with a REST API

Machine Learning library for python

Ml_from_scratch ⭐ 16

Implementation of basic ML algorithms from scratch in python...

Deep_mortgage_risk ⭐ 16

Deep Learning for Mortgage Risk

Tensorflow Intro ⭐ 16

Introduction to TensorFlow. Basic operators, linear and logistic regression and Tensorboard

Text Classification Benchmark ⭐ 16

文本分类基准测试

Machine Learning Bookcamp 2022 ⭐ 15

Solutions for the Machine Learning Zoomcamp 2022 by DataTalks.Club.

Theedhum Nandrum ⭐ 15

A sentiment classifier on mixed language (and mixed script) reviews in Tamil, Malayalam and English

Machine Learning Using Python ⭐ 15

Regression, Classification and Clustering

Machine_learning_from_scratch ⭐ 15

Machine Learning models from scratch with a better visualisation

Datasciencevalue ⭐ 15

Web application created using Streamlit to host an intelligent salary predictor. The project returns the position of the user in this particular field of Data Science.

Predicting Baseball Statistics ⭐ 14

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn

Ibm Final Project Machine Learning ⭐ 14

Final project of IBM's course https://www.coursera.org/learn/machine-learning-wi on coursera

Coursera Machine Learning ⭐ 13

[WIP] In this repository I implemented all assignments in python. (No octave to python library)

Learn_tensorflow ⭐ 12

学习 TensorFLow 线性&逻辑回归多层感知机神经网络自编码循环神经网络优化记录

Machine Learning From Scratch ⭐ 12

🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.

Deep Learning ⭐ 12

This repository is a related to all about Deep Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)

Deeplearning.ai Natural Language Processing ⭐ 12

My solutions to the assignments in the NLP Specialization offered by DeepLearning.AI on Coursera.

Easy to use high level python library for popular machine learning algorithms. Has in-built support for graphing and optimizers based in C++.

Machine Learning Tasks ⭐ 12

Simple implementation of KNN Algorithm, COS Similarity, Logistic Regression in Python

Bankruptcy Prediction Using Machine Learning ⭐ 12

Using various machine learning models to predict whether a company will go bankrupt

Audio Genre Classification ⭐ 12

Automatic music genre classification using Machine Learning algorithms like- Logistic Regression and K-Nearest Neighbours

Dataquest ⭐ 12

Data Science Massive Open Online Course: All the code, notes and supplementary materials generated during the course of my data scientific learning.

Email Spam Detection ⭐ 11

This project focuses on detecting Persian spam emails using machine learning algorithms. The goal is to develop an effective spam detection system using various word embedding techniques and classification algorithms. The project utilizes three word embedding algorithms: TF-IDF, Frequency of Words, and Bag of Words. Additionally, six classification

Logistic_regression ⭐ 11

Logistic Regression from the Scratch using Python and Numpy

Text Classification Challenge ⭐ 11

Supervised text classification

News Categ Demo ⭐ 11

New repo for news categorizer demo showed at blog post (pt-br)

Data Science Skills Practice ⭐ 11

Classicml ⭐ 10

简单易用的经典机器学习框架

Sentimentanalysis ⭐ 10

Implemented text analysis using machine learning models to classify movie review sentiments as positive or negative. Built using Python 3.6.1.

Doubleml Python ⭐ 10

Projects ⭐ 10

This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.

Ensemble Learning For Tweet Classification Of Hate Speech And Offensive Language ⭐ 10

Contains code for a voting classifier that is part of an ensemble learning model for tweet classification (which includes an LSTM, a bayesian model and a proximity model) and a system for weighted voting

Regularized Logistic Regression

Machine Learning Notebooks ⭐ 9

The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

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