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GitHub topics: sklearn-classify

saidsef/ml-classifier

Classify news articles into different categories using Machine Learning

Language: Jupyter Notebook - Size: 218 MB - Last synced at: 10 days ago - Pushed at: 14 days ago - Stars: 12 - Forks: 3

HuangCongQing/AI_competitions

AI比赛相关信息汇总

Size: 75.2 KB - Last synced at: 17 days ago - Pushed at: about 2 years ago - Stars: 633 - Forks: 124

luopeixiang/textclf

TextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。

Language: Python - Size: 281 KB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 239 - Forks: 39

Sameer051022/Sklearn_Classification_and_Regression_Models

"A collection of Jupyter notebooks showcasing the implementation of key machine learning algorithms for classification and regression tasks using Python’s sklearn library. This repository includes detailed examples on SVM, KNN, and Logistic Regression models, complete with data preprocessing, parameter tuning, and comprehensive evaluations."

Language: Jupyter Notebook - Size: 103 KB - Last synced at: 18 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

sergio11/breast_cancer_diagnosis_mlp

🩺🔬 MLP-based Breast Cancer Diagnosis: Predicts tumor malignancy from image features, aiding in early detection. 📊🤖

Language: Python - Size: 78.1 KB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

Prem07a/Credit-Score-Classification

This is ML project which is based on Classification of Credit Score

Language: Jupyter Notebook - Size: 72.2 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 9 - Forks: 3

dteuscher1/Project426

A collaborative data science project done in Python analyzing the impact of hustle stats on the outcomes of NBA games. Overall, a logistic model proved best at determining game outcome. This project is for the Stat 426 class at Brigham Young University.

Language: Jupyter Notebook - Size: 4.85 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

abdullahselek/spampy

Spam filtering module with Machine Learning using SVM (Support Vector Machines).

Language: Python - Size: 598 KB - Last synced at: 15 days ago - Pushed at: about 4 years ago - Stars: 28 - Forks: 8

Ahmed-AI-01/NLP

this repo will include all my work regarding NLP

Language: Jupyter Notebook - Size: 50.8 KB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Sarthak-1408/Water-Potability

In this repo, I am doing data analysis in water potability and check each and every classification model's accuracy.

Language: Jupyter Notebook - Size: 530 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2

pmcelroy4/XGBoost---Parkinsons-Prediction

Using the XGBClassifier from sklearn to predict whether or not patients have Parkinson's. Model is trained and tested on the UCI ML Parkinson's dataset.

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

Jatin-Mehra119/loan_dataset

Predict Creditworthiness: Determine if a customer meets the credit underwriting criteria of LendingClub.com.

Language: Jupyter Notebook - Size: 4 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

LeonardoBozCaitano/ML-implementations

Some machine learning practices examples. From course: https://cursos.alura.com.br/course/machine-learning-introducao-a-classificacao-com-sklearn/

Language: Python - Size: 51.8 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

Danziger/CarND-T1-P5-Vehicle-Detection

🏎️ Vehicle Detection Project using OpenCV and scikit-learn for the Self-Driving Car Nanodegree at Udacity

Language: Jupyter Notebook - Size: 175 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

lucastanger/classification_optimization

:chart_with_upwards_trend: Compare different classification models and optimize parameter

Language: Jupyter Notebook - Size: 3.4 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

kaladabrio2020/desempenho-na-escola-previsao-classificacao

Language: Jupyter Notebook - Size: 2.81 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

kaladabrio2020/classficacao-disturbio-do-sono

Classificação de Distúrbios de Sono usando Machine-Learning Python

Language: Jupyter Notebook - Size: 14.1 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

HayatiYrtgl/flm_reviews_analysis

Sentiment analysis using ML classifiers for text data.

Language: Jupyter Notebook - Size: 520 KB - Last synced at: 13 days ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

LaurentVeyssier/Udacity-Predict-Customer-Churn-with-Clean-Code

Udacity project#1 machine Learning DevOps Engineer Nano degree

Language: Jupyter Notebook - Size: 6.19 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

LaurentVeyssier/Predict-english-speaking-region-of-origin-by-analyzing-tweets

Predict the region of origin of an english-speaking tweet author by analyzing tweet content using machine learning classifier

Language: Jupyter Notebook - Size: 104 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

LaurentVeyssier/Predict-author-using-style-not-content-thanks-to-Machine-Learning

Use machine learning classifier to predict author of a piece of Literature NOT looking the content but using "function" words only

Language: Jupyter Notebook - Size: 214 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

LaurentVeyssier/Sentiment-analysis-using-sentiment-words-dictionaries

Use positive and negative sentiment words dictionaries to predict sentiment

Language: Jupyter Notebook - Size: 97.7 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

Abdumajidhu/Classification-and-Regression-using-sklearn

Regression and Classification task with sklearn.

Language: Jupyter Notebook - Size: 41 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1

Leci37/Strategy-stock-Random-Forest-ML-sklearn-TraderView

Obtain N trading strategies with technical patterns with Random Forest python (or other sklearn tools), one strategy per action, be able to generate N strategies for each action,

Language: Python - Size: 661 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

mkupisie/Clustering-geodemographic_classification_of_NYC_using_K-means_geopandas_sklearn

Conducting geodemographic classification for ethnic groups in NYC using K-means algorithm available in sklearn.cluster module.

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

kn8a/ML-product-predict

This program makes personalized shopping recommendations based on user input criteria. It uses a machine learning model trained on shopping trends data to predict what product a user is most likely to purchase along with a recommended color.

Language: Python - Size: 970 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

PiyushBadhe/Car-Price-Prediction-ML

Simple Classification ML Algorithm

Language: Jupyter Notebook - Size: 1.18 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0

Logambal05/Industrial-Copper-Modelling

Sales and pricing data that is subject to noise and skewness are managed with difficulty thanks to the Copper Industry Sales and Leads Prediction Project. In the industry, manual forecasts can be inaccurate and time-consuming. The creation of machine learning models is the main goal of this project in order to overcome these obstacles.

Language: Jupyter Notebook - Size: 285 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vijitVM/Machine-Learning-

Machine Learning Problems

Language: Jupyter Notebook - Size: 2.79 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

aaryadevg/Metro_PdM_Research

Failure prediction for APU’s on a Metro System Research project source code

Language: Jupyter Notebook - Size: 8.14 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

BrunoGianetti/MyMachineLearningProjects

My project storage in Machine Learning

Language: Jupyter Notebook - Size: 61.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MatteoM95/Twitter-Sentiment-Analisys

Sentiment analysis of a Tweets dataset by using machine learning algorithm. Datascience Final Project Jan 2022

Language: Jupyter Notebook - Size: 29.2 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

vaitybharati/Classification_Case_study

Classification Project: Sonar rocks or mines

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

Tejas1415/Vowel-Sound-Classification

Aim was to classify the provided data with different classifiers and compare their performance. 17 different classifiers were employed and their results are documented in a Jupyter notebook

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 1

tarunmaini16/beer-wine-classifier

Beer Wine Classification by Machine Learning based on alcoholic content and color

Language: Python - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ilioner/ML-Classifier

Language: Python - Size: 92.5 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 2

rogerchenfz/WISER-CLUB

Based on the powerful econometrics and statistical background and rich data science resources of School of Economics (SOE) and Wang Yanan Institute for Studies in Economics (WISE), Xiamen University, WISER CLUB is a data science mutual aid learning organization jointly organized by SOE and WISE graduate students and undergraduate students.

Language: HTML - Size: 511 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

DhruvViradiya1515/NLP-deployment-using-Fast-API

This project is about creating API for machine learning model. Which includes applying NLP on the airline sentimental dataset. Implementing various models like Random Forest, Decision Tree, XGBoost, LightGBM, Logistic Regression and comparing results of all the models. Generating API for the best model using fastapi

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Elijas/movie-review-sentiment-polarity-classifier

Training a classifier to differentiate between positive and negative movie review sentences in the "sentence polarity dataset v1.0"

Language: Jupyter Notebook - Size: 20.1 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

RaczeQ/scikit-learn-C4.5-tree-classifier 📦

A C4.5 tree classifier based on a zhangchiyu10/pyC45 repository, refactored to be compatible with the scikit-learn library.

Language: Python - Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 25 - Forks: 8

smallsmallcase/KNeighborsClassifier

Language: Python - Size: 641 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 1

jsondevers/heart-attacks

Heart Disease Analysis

Language: HTML - Size: 20.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

morpheusthewhite/ml-challenge-multiclass

A jupyter notebook for analyzing and estimating with sklearn a multiclass classification problem for the Machine Learning (DD2421) course

Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

UtsavMurarka/MXene-machine-learning

Classification of MXenes into metals and non-metals based on physical properties

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

beccadsouza/Robotic-Vision-Object-Classification

Cat vs Dog Classification using SVM and KNN Classifiers from the Sklearn Library

Language: Jupyter Notebook - Size: 84.4 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

butlerwilson/review

文本分类,评论分类,朴素贝叶斯多分类,酒店评论分类

Language: Python - Size: 19.7 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 3

adamparkosidis/NLP-Yelp-Reviews

Natural Language Processing model to classify Yelp Reviews into 1 star or 5 star categories based off the text content in the reviews

Language: Jupyter Notebook - Size: 3.4 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ibodumas/linearSVM

This project involves the implementation of efficient and effective LinearSVC on MNIST data set. The MNIST data comprises of digital images of several digits ranging from 0 to 9. Each image is 28 x 28 pixels. Thus, the data set has 10 levels of classes.

Language: Jupyter Notebook - Size: 283 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 0

pickdani/financial-report-predictions

Predict stock movement using linguistics of financial reports

Language: Jupyter Notebook - Size: 72.9 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

meuwebsite/Stat-gram--InstagramMicroservice

Stat-gram is microservice tool for Business and Influencers on Instagram platform that uses AI to help with Marketing and Management.

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 3

taylorc1009/Sentiment-Analysis

Edinburgh Napier University, Artificial Intelligence module coursework.

Language: Python - Size: 43.9 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

hediyeorhan/PredictDiabetesDeployment

Language: Python - Size: 94.7 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

SandeshGhi/RatingBot-Natural-Languauge-Programming-

NLP using Python, Sklearn, Decision Tree on Jupyter NoteBook

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Karla-Flores/Predicting-Credit-Risk--Supervised-Machine-Learning

A project that applies machine learning to solve a real-world challenge: what cryptocurrencies are available on the trading market and how they can be grouped using classification.

Language: Jupyter Notebook - Size: 107 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

epasseto/Second_Project

Second Udacity Project for Data Science course

Language: Python - Size: 12 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

StepfenShawn/Cross-fire

An AI game in Python.

Language: Python - Size: 14.1 MB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

swapnilvishwakarma/Emotion-Detector

A streamlit app based on a text dataset that predicts anger, disgust, fear, joy, neutral, sadness, shame, and surprise from the input text.

Language: Jupyter Notebook - Size: 9.21 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

VipulSingh-10/Machine-Learning-Heart-Attack-Prediction-

Exploratory Data Analysis and training model

Language: Jupyter Notebook - Size: 135 KB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

ITrustNumbers/A_Classification_Model_To_Predict_Blight_Compliance

A Binary Classification Problem Optimized For AU-ROC Curve,. From Data Cleaning to Model Validation, Classifying whether a blight ticket will be paid in time or not, Trained 3 different Classifier on a Highly imbalanced Data provided by Detroit Open Data Portal with around 160000 Tickets.

Language: Jupyter Notebook - Size: 32.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

vmieres/Machine-Learning

This repo is about Machine Learning and Classification

Language: Jupyter Notebook - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

FitAdam/Random-Search-Optimisation-and-Meta-Learning

The optimization of Artificial Neural Networks (ANNs)

Language: Python - Size: 14.1 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

DARK-art108/Introduction-to-ml-Piplines-and-Params-tuning-using-Pipeline-and-GridSearchCV

Hyperparameter tuning using Sklearn Pipelines

Language: Jupyter Notebook - Size: 6.84 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

LLancelot/CS677

Assignment & notes from CS677-Data Science with Python. Use stock prices and features (average daily return and volatility) as the required dataset and apply many basic classifier models and algorithms of data science in analysis.

Language: Python - Size: 75.7 MB - Last synced at: 24 days ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1

tot98git/nlp-stuff

Some nlp stuff.

Language: Python - Size: 3.23 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

meuwebsite/Amazon--AlexaDecisonTree

Amazon customer reviews, star ratings, date of review, variant and feedback of various amazon Alexa products like Alexa Echo, Echo dots

Language: Jupyter Notebook - Size: 487 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

rozanecm/7550_tpFinal

TP final de la materia 7550 - Introduccion a los sistemas inteligentes

Language: Jupyter Notebook - Size: 32.3 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

theAayushbajaj/LoanPrediction_Analysis

Loan Prediction Problem Analysis

Language: Jupyter Notebook - Size: 463 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0

aliemamalinezhad/Health_level_classification_deep_learning

we use keras and tensorflow and sklearn to classify health level of student by using Nursey UCI Dataset

Language: Jupyter Notebook - Size: 129 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

ivancete/IN-Clasificacion

Práctica de la asignatura Inteligencia de Negocio de cuarto curso de Ingeniería Informática.

Size: 16.7 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Related Keywords
sklearn-classify 69 machine-learning 31 sklearn 27 python 18 machine-learning-algorithms 10 python3 9 sklearn-library 9 pandas 9 random-forest 9 data-science 8 logistic-regression 8 classification 7 numpy 7 random-forest-classifier 6 sentiment-analysis 6 svm 6 deep-learning 5 classifier 5 decision-trees 5 jupyter-notebook 5 matplotlib 5 natural-language-processing 5 data-visualization 4 classification-model 4 classification-algorithm 4 nlp-machine-learning 4 nlp 4 knn 3 decision-tree 3 scikit-learn 3 knn-classifier 3 sentiment-classification 3 scikitlearn-machine-learning 3 sklearn-metrics 3 svm-classifier 3 keras-tensorflow 3 pandas-dataframe 3 xgboost 3 sklearn-vectorizer 2 logistic-regression-classifier 2 matplotlib-pyplot 2 artificial-intelligence 2 gradient-descent 2 datascience 2 dataanalysis 2 exploratory-data-analysis 2 sklearn-pipeline 2 pandas-python 2 nltk 2 pytorch 2 machinelearning-python 2 machinelearning 2 fastapi 2 deep-neural-networks 2 word2vec 2 atomic-physics 1 healthcare 1 atoms 1 datacleansing 1 molecules 1 neural-network 1 physics 1 scikit-learn-python 1 adaboost 1 cat-dog-classification 1 cat-dog-classifier 1 cat-dog-recognizer 1 classify-review 1 hotel-review-classify 1 multi-classify-with-sklearn 1 business-intelligence 1 classification-models 1 linearsvc 1 wine 1 linearsvm 1 mnist-classification 1 mnist-handwriting-recognition 1 svm-learning 1 beautifulsoup 1 css 1 wrangling 1 jupyter 1 ml 1 model 1 movie-reviews 1 ipynb-notebook 1 ipynb-jupyter-notebook 1 reviews 1 sentiment-classifier 1 sentiment-polarity 1 ipynb 1 text-classification 1 c45 1 prediction 1 c45-trees 1 keras 1 analysis 1 analytics 1 data-preprocessing 1 data-engineering 1