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Mayurji / MLWithPytorch

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

machine-learning linear-regression machine-learning-algorithms python3 pytorch naive-bayes-classifier pca-analysis gaussian-mixture-models logistic-regression decision-trees ridge-regression naive-bayes-algorithm kmeans-clustering svm-classifier lasso-regression knn-classification pytorch-implementation tfidf-vectorizer adaboost-algorithm

Updated Dec 15, 2021
Python

zayedrais / DocumentSearchEngine

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Document Search Engine project with TF-IDF abd Google universal sentence encoder model

Updated May 1, 2023
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soumyajit4419 / AI_For_Social_Good

Sponsor

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Using natural language processing to analyze the sentiments of people and detect suicidal ideation on online social content.

natural-language-processing random-forest web-scraping lstm tfidf-vectorizer

Updated Mar 12, 2021
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Sajid030 / anime-recommendation-system

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Personalized anime recommendations based on collaborative filtering. Discover your next favorite anime!

Updated Oct 17, 2023
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Shubha23 / Text-processing-NLP

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This notebook contains entire text preprocessing pipeline for NLP problems. The ready-to-use functions require NLTK and SKlearn package installations. It also contains some prominent text classification models.

python nlp sklearn nltk textpreprocessing tfidf-vectorizer

Updated Oct 20, 2020
Jupyter Notebook

ksdkamesh99 / Spam-Classifier

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A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented usi…

embeddings naive-bayes-classifier bag-of-words logistic-regression support-vector-machines decision-tree-classifier lstm-neural-networks count-vectorizer sms-spam-detection porter-stemmer multinomial-naive-bayes wordnetlemmatizer tfidf-vectorizer

Updated Dec 25, 2020
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tamanna18 / ML-NLP-DL

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For learning Purposes

nlp machine-learning natural-language-processing information-retrieval data-mining reinforcement-learning deep-learning tokenizer ml classification bag-of-words nlp-machine-learning classification-algorithm countvectorizer tfidf-vectorizer

Updated Jun 15, 2022
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SauravPattnaikCS60 / Weighted-Class-Tfidf

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Weighted Class TFIDF technique to deal with imbalanced datasets

nlp machine-learning tfidf tfidf-vectorizer

Updated Nov 12, 2022
Python

rjarman / Bus-Mama

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The Bus-Mama is a bus tracking mobile application for the transportation of the students of BSMRSTU. It helps the students of our university by showing the available route, bus, and their exact location. This app includes real-time bus tracking which is going to solve a problem that university students have been facing for many years. Students a…

Updated Nov 30, 2020
TypeScript

raj1603chdry / Fake-News-Detection-System

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Fake News Detection System for detecting whether news is fake or not. The model is trained using "Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection. Link for dataset: https://arxiv.org/abs/1705.00648.

machine-learning pipeline random-forest scikit-learn pattern-library word-cloud nltk naive-bayes-classifier logistic-regression data-preprocessing fake-news pos-tagging svm-classifier count-vectorizer custom-transformer voting-classifier gridsearchcv tfidf-vectorizer

Updated Jan 24, 2020
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VipinJain1 / VIP-Machine-Learning-Exercises-and-Practices

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VIP Machine Learning Exercises and Practices

python pandas pca-analysis pca dimensionality-reduction bag-of-words matplotlib tsne tfidf tfidf-matrix machine-learning-exercises bagofwords text-preprocessing tfidf-vectorizer

Updated Dec 24, 2019
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Ankit152 / IMDB-sentiment-analysis

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Sentiment analysis of IMDB dataset.

sentiment-analysis text-classification text keras imdb tf2 lstm classification logistic-regression tf-idf logistic-regression-algorithm imdb-dataset tfidf-vectorizer tensorflow2

Updated Oct 27, 2020
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pemagrg1 / Magic-Of-TFIDF

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TFIDF being the most basic and simple topic in NLP, there's alot that can be done using TFIDF only! So, in this repo, I'll be adding the blog, TFIDF basics, wonders done using tfidf etc.

python nlp text-similarity tfidf text-clustering textclassification tfidf-vectorizer tfidfvectorizer

Updated Jun 15, 2020
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sasivatsal7122 / Go_Screen-CineMatrix-ML-MODEL

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This repo contains a machine learning model made using advanced and enhanced algos like KNN,SVD and also concepts like vectorization ,cosine similarity which predicts the similar movies for a given fav movie of user. So no more time wasting on searching for a good of you're choice

machine-learning movie-database cosine-similarity frontend-app movie-recommendation movies-api responsive-web-design knn-algorithm svd-matrix-factorisation tfidf-vectorizer linearkernel

Updated Feb 28, 2022
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Tejas-TA / Transformer-BERT-SMS-Spam-Detection

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Spam SMS Detection Project implemented using NLP & Transformers. DistilBERT - a hugging face Transformer model for text classification is used to fine-tune to best suit data to achieve the best results. Multinomial Naive Bayes achieved an F1 score of 0.94, the model was deployed on the Flask server. Application deployed in Google Cloud Platform