abhishekGarg26/Natural_Language_Processing

🤖💻This repository showcases a comprehensive Natural Language Processing (NLP) pipeline implemented in Python using Jupyter notebooks. The pipeline deploys various machine learning techniques to classify labeled dataset. The pipeline employs comparisons of the dataset using Recurrent Neural Network (RNN) and RandomForest Classifier algorithms.

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Helmy2/Diabetes-Health-Indicators

Machine Learning Model that predict whether the patient has diabetes or not.

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BamboTims/Bulldozer-Price-Regression-ML-Model

A Regression model that predicts the price of bulldozers based on their features.

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BamboTims/Heart-Disease-Classifier-ML

A Classification Machine Learning Model to detect if patients have heart disease.

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offinlew/Binary-Classification-using-ML

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SitiAminatus/Prediction_Titanic-from-Kaggle

Prediction model using Decision Tree, Logistic Regression, KNN, Random Forest, and Neural Network

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samantha-bothwell/DATAS_Gateway

RMarkdown file showing an example of using the Random Forest algorithm to examine Weather Data

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shadowfax42/mushroom-edibility-prediction

This project uses supervised learning to find key mushroom features that enable distinguishing between edible and poisonous mushrooms

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valovpm/splc2015

Empirical Comparison of Regression Methods for Variability-Aware Performance Prediction. Эмпирическое сравние регрессионных методов для предсказания производительности конфигурируемых систем

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TIAGOOOLIVEIRA/ECG-Heart-Disease-Detection-Using-RandomForest-and-Multi-Layer-Perceptron

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qvunguyen/credit-card-fraud-detection

It is important that credit card companies are able to recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase.

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iambankaratharva/BitcoinHeist

Autoencoder & Variational Autoencoder for data augmentation and checking data authenticity with ML models.

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AnuragSChatterjee/CodeAcademy-Machine-Learning-In-Python-Project-Predicting-Income-Using-Random-Forest

In this project, I used the dataset containing census information based in year 1994 from UCI’s Machine Learning Repository. By using this census data with a random forest, we will try to predict whether or not a person makes more than $50,000 a year as income.

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vsnupoudel/FlaskAppForCsv

End to End implementation for a Flask App in Google Kubernetes Engine. The Notebook has EDA, model selection and training for a unclean structured text data. DNN and Combination of PCA and RandomForest is used for classification.

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EnigmaK9/aprendizaje-maquina

Implementacion de los proyectos para la clase de Aprendizaje 2019-2

Language: Python - Size: 1.58 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

pritamchandra/Candlestick-Stock-Prediction

ML project on stock market prediction with Japanese Candlestick Pattern Recognition for Ashoka University

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jimschacko/Northern-Hemisphere-Temperature-prediction-using-RandomForest-

Northern Hemisphere Temperature prediction using RandomForest

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ivandiliso/regression-tree

Tree creation, pruning, bagging and random forest predictor

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chuanlintneoh/WIA1007GA

Obesity Risk Assessment Data Product

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mecyc/TFG_RADAR_60GHZ

TFG realizado en la Universidad de Burgos del desarrollo de una aplicación para el uso de un Radar de 60 GHz de la marca Acconeer.

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mchamochin1/SDGs-interlinks-with-Climate-Change-Energy-Transition

Connecting the Sustainable Development Goals with climate change and the energy transition

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BorealisAI/ProbForest

Differentiable relaxations of tree-based models.

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ChaoEcohydroRS/FlorenceFlood_UAVSAR_Repo

Code release for "Flood Extent Mapping During Hurricane Florence With Repeat-Pass L-Band UAVSAR Images"

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sneharaoganta/Gender-Recognition-By-Audio-Data

Gender Classification using different algorithms for classification i.e K Nearest Neighbor, Naive Bayes, Decision Tree, Random Forest, XgBoost, Support Vector Machine and Neural Network i.e. MLP classifier to generate results.

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AhmedHatemS/EMNIST-EnglishLetters-OCR-DT-RF

EMNIST English letters OCR machine learning model using Random Forests (RF) and Decision Trees (DT) algorrithms.

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ITainment-UIT-04/Ensemble-Learning-with-Random-Forest

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AkashSingh215/Mobile-Price-Prediction-using-different-Machine-Learning-Classification-Models

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shashank31mar/Product-Classification

Classification of various products into different categories is a very important task. Doing this classification, one can get various types of insights about the specific product. This also helps in doing product matching when you try and search a product on a eCommerce site.

Language: Python - Size: 64.6 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 3

francescopatane96/Bioactivity-prediction-with-ML

Create a bioactivity prediction model using molecular descriptors (PADEL) and supervised machine learning (ML).

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AIVenture0/PubG-Win-prediction-using-ML

PUBG- PlayerUnknown's BattleGrounds (PUBG)

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bholeneha/Credit_Risk_Analysis

Credit card credit dataset analyzed using multiple machine learning models to determine which model best fits the data, reduces bias and predicts credit risk. Undersampling and oversampling done using various python libraries (imbalanced-learn and scikit-learn).

Language: Jupyter Notebook - Size: 156 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

vinayakvivek/Facial-Expression-Recognition

Machine learning project for CS 403

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MichalMakaruk21/covidAnalysis

The purpose of the project is to calculate and predict the daily mortality rate on COVID-19 in selected countries around the world.

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Anil-account/Heart-Disease-Prediction

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yara-creative/data-science-projects

10 weekly data science bootcamp projects covering data visualization, machine learning, neural networks, markov chains and more.

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atacanozkan/health_insurance_cost_prediction

Health insurance cost prediction according to patient parameters using machine learning algorithms

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SebasDataIgnacio/Enrolled-Data-science

Project about students enrolled on a post graduate course

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albamalagon/FinalDegreeProject

Language: Python - Size: 18.8 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

acummings2020/Gender-and-Racial-Bias-in-Sentiment-Analysis-Systems-

Personal portion of project, see "Presentation" file for overview of project

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minshyee/Covid_Subway_Project

지하철 위험도 예측 프로젝트

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Ashishkumar-hub/Car-Price-Prediction

This a complete end to end machine learning project for prediction price of used cars

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HenyerM/Predicting-Bike-Rentals

In this project, we will try to predict the total number of bikes people rented in a given hour using a data collected by Hadi Fanaee-T at the University of Porto. To accomplish this, we will create a few different machine learning models and evaluate their performance. ou can download the data from the University of California, Irvine's website.

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taniabatista/ml-fraud-transaction-random-forest

Card-Not-Present Fraud Project: in an imbalanced dataset containing 200,000 financial transactions, I was asked with identifying 400 rows of fraud. This Random Forest model successfully caught about 75% true positives, with only 0.00025% false positives.

Language: Jupyter Notebook - Size: 16 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

IMvision12/Car-Price_prediction

Predicting car prices using RandomForest, catboost and xgboost classifiers

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chandlergibbons/Machine-Learning-Medical-Transcription-Project Fork of AliceSartori/NLP_AND_Clinical-Notes

For our final project, our group chose to use a dataset (from Kaggle) that contained medical transcriptions and the respective medical specialties (4998 datapoints). We chose to implement multiple supervised classification machine learning models - after heavily working on the corpora - to see if we were able to correctly classify the medical specialty based on the transcription text.

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aberHRML/forestControl

Approximate False Positive Rate Control in Selection Frequencies for Random Forest

Language: R - Size: 1.01 MB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

11dome11/Classification-Algorithms-Iris-dataset

The purpose of this project is to apply different algorithms of Machine Learning Classification

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THUXCerf/ECO6126Project

Pred on Stock Index

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HimaRaniMathews/twitter-sentiment-analysis Fork of gunjapandey/twitter-sentiment-analysis

Data Analytics Project on Twitter Sentiment Analysis. Have used Logistic Regression, Random Forest, and XGBoost Models on Bag-of-Words, TF-IDF, and Word2Vec features

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vesran/BookerGuess

Where will you book your first travel experience ? - Airbnb New User Bookings dataset ✈️

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elifdogandar/NhanesClassificationProject-R

A project submitted for "APPLICATIONS OF STATISTICS IN INDUSTRY"(Summer 2021) course at METU, implemented in R. Project includes exploratory data analysis, missing data treatment and random forest implementation. Packages used are "ggplot2", "mice", "purrr", "randomForest", "caret", "e1071" and "ROCR".

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Zubair-004/Titanic-Survival-Prediction

Built a classifier model for predicting the survival of passengers for some known attributes of the passengers

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tayebiarasteh/Unsupervised_PatternAnalysis

Density Estimation, HMM Signature Verification, K-Means and Gap Statistics, Random Forests

Language: Python - Size: 11.5 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

SurrajKumar2000/Parkinson-Detection-System

In this repo , detection of Parkinson's disease can be done using dimensionality reduction method.

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kbjornson/wifi-fingerprinting

Wifi-fingerprinting with the UJIIndoorLoc database.

Language: R - Size: 353 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

juraj67/ClassificationAlgorithms

Implementation of several classification algorithms in Java. In addition to algorithms, it was necessary to implement tools for reading data, validation and evaluation metrices.

Language: Java - Size: 527 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

lukaswenzl/High-Redshift-Quasars-with-Random-Forests

Finding High redshift quasars in large survey data using random forests. Code of Wenzl et al. 2021

Language: Python - Size: 634 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

UofT-Government-Project/Covid19_PHU

An exploratory analysis and ML model for Covid-19 cases in Ontario Public Health Units. It highlights current and predicts future, higher number of cases in a specific age group and gender. This analysis will assist in a planned execution of a vaccine roll out program that would be based on hierarchal priorities. It is an SOP that can be imitated for future epidemics and pandemics.

Language: Jupyter Notebook - Size: 26.6 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 3

Tiger-0512/compare-decisiontree-randomforest

Kaggle Tutorial with RandomForest

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Vishwesh4/Real-time-prediction

Using spark streaming, predicts the violation location in real time for New York parking tickets dataset

Language: Python - Size: 1.55 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

WangRongsheng/Classroom-PeopleCount

Classroom-PeopleCounting.

Language: Python - Size: 11.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

druglogics/bool-param-maps

Boolean parameterization maps using UMAP

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gonultasbu/random-forest-stump

Minimal implementation of Random Forest classifier using decision stumps and bootstrap sampling without sklearn.

Language: Python - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

insilico/privateEC

An R package for Private Evaporative Cooling feature selection and classification with Relief-F and Random Forests

Language: R - Size: 21.6 MB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 4

makama-md/AI-for-Medical-Prognosis

This repo contains my assignment notebooks for the AI for Medicine Specialization course. The link to the course: AI for Medicine Specialization https://www.coursera.org/learn/ai-for-medical-prognosis

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yang1young/PythonMLFramework

A framework of python to do general machie learning using sk-learn, numpy, matplotlib and pandas

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 0

andreicalin-georgescu/Optical-Character-Recognition-Tema3 Fork of Necula-Horatiu/Optical-Character-Recognition-Tema3

Presents work done in the joint assignment featuring simplistic Machine Learning

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MatthewWolff/DuolingoAnalysis

Wrangling & Modeling of Duolingo Data (48-hour Analysis Challenge)

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Zubair-004/Identifying-Social-Media-Influencer

Built a classifier model to identify who is more influential among two Social Media users for various account attributes

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romario076/-House-Prices-Advanced-Regression-Techniques

Kaagle Competition. Using availbale data set, predict sales prices and practice feature engineering.

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TanyaTandon/Hotel-Reviews

Language: HTML - Size: 20.1 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

kush1912/Text-Classification

This is one of the Projects which was done in interest to learn the difference between the different classification algorithm and derive a solid conclusion from that. It scrap sthe data from youtube and related to six different classes and then by using different classification algorithm it classifies them.

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SivanMehta/random-forest-demo

Demoing the randomForest package in R

Language: R - Size: 462 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

gyleodhis/Modelling-Mariage-Issues-in-Kenya-Using-Random-Forest

Feature Classification using random forests on Apache Saprk

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angcbi/mnist

Language: Python - Size: 11 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

nemish11/ZS-Data-Science-Challenge

Language: Jupyter Notebook - Size: 1.21 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

dishha/Prediction-of-Parkinson-Disease

AI Tool for Parkinson's Disease Detection

Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Street17/HR-Dataset

In this project we used the random forest technique after clearing the dataset to predict which employee will leave the organisatino prematurely based on specific features.

Language: R - Size: 158 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

shankarganesh1234/MLProjects

Repository of machine learning projects ranging from crypto currency price predictions to predicting house prices.

Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

zgd716/mlp

Language: Python - Size: 266 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

pritomsaha/Random-Forest

Language: Java - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

dwaraka-rashmi/Song-download-predictions

Predicting the Song Download number, given Artist name and Title of the Song

Language: Java - Size: 210 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

AbhayKasturia/BirdSightingPrediction

Distributed Parallel Algorithm to predict the presence or absence of the Red-winged Blackbird in each birding session with an 83% accuracy

Language: Java - Size: 74.2 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

jasujaayush/PatternRecognition

Machine Learning for Pattern Recognition

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girishp92/Supervised-learning-with-heterogenous-data-using-Random-Forest-algorithm

This was a group project where we are comparing the effectiveness of supervised learning using various multivariate data sets and i was involved doing so using Random Forest Model. I implemented the feature importance of various predictor variables and how it effects the error rate(RMSE). I used the Student Performance Dataset to show the importance of various predictor variables. I implemented it in Python using various libraries like Numpy, Scipy, Scikit-learn, pandas, matplotlib and seaborn packages for plotting the figures.

Language: Python - Size: 1.3 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1

argowtham/Data-Mining

Contains code related to Data Mining and its related applications

Language: Python - Size: 3.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

joseangeldiazg/DataScience-Titanic

Repositorio que contiene los scripts y explicaciones en R para elaborar un estudio del data set Titanic por medio de un proceso de preprocesado de datos, regresión logística para la selección de variables y árboles de decisión. Prácticas de la asignatura Tratamiento Inteligente de Datos.

Language: R - Size: 4.48 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

vashistak/DAT210x

Language: Python - Size: 26.3 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

JadeYu/dognition

Using Dognition dataset to calculate similarity in activeness pattern among dogs with different demographic features.

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