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x4nth055 / emotion-recognition-using-speech

Star 687

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

machine-learning deep-learning sklearn keras recurrent-neural-networks feature-extraction neural-networks support-vector-machine mfcc librosa emotion-detection gradient-boosting emotion-recognition kneighborsclassifier random-forest-classifier mlp-classifier speech-emotion-recognition emotion-recognizer
  • Updated Nov 3, 2023
  • Python

srafay / Machine_Learning_A-Z

Star 394

Learning to create Machine Learning Algorithms

machine-learning-algorithms datascience naive-bayes-classifier logistic-regression support-vector-machine polynomial-regression decision-tree-classifier dataprocessing classification-algorithims random-forest-regressor support-vector-regression multiple-regression decision-tree-regression k-means-implementation-in-python k-means-clustering kernel-svm random-forest-classifier simple-linear-regression k-nearest-neighbors machine-learning-az
  • Updated Jun 15, 2021
  • Python

Happy-Chen-CH / text_classification

Star 79

This is a text classification project based on the "Category News" feature of Toutiao. Initially, we used the random forest algorithm, then upgraded to FastText, and finally built a new text classification model using a BERT pre-trained model with an added fully connected layer.There may still contain several bugs—let's work together to fix them.

python ai text-classification tensorflow bert random-forest-classifier fasttext-python distilbert
  • Updated Jun 4, 2026
  • Python

MohamedMostafa010 / ExeRay

Star 60

ExeRay AI detects malicious Windows executables using ML. Analyzes entropy, imports, and metadata for rapid classification, aiding incident response. Built with Python and scikit-learn.

python machine-learning ai random-forest detection scikit-learn machine-learning-algorithms malware python3 executable artificial-intelligence xgboost machinelearning exe malicious random-forest-classifier gridsearchcv benign aimodel xgboost-classifier
  • Updated Mar 30, 2026
  • Python
AgriSens

ravikant-diwakar / AgriSens

Sponsor
Star 48

AI Powered Smart Farming Assistant uses advanced technology, including machine learning and CNNs, to provide farmers with crop recommendations, disease identification, weather forecasts, fertilizer recommendation, and crop management guidance through a user-friendly web app.

ml cnn webapp xgboost logistic-regression ieee weather-api support-vector-machine knn decision-tree random-forest-classifier disease-prediction plant-disease-identification gaussian-naive-bayes crop-prediction streamlit crop-recommendation fertilizer-recommendation agrisens farming-guide
  • Updated Mar 12, 2026
  • Jupyter Notebook

Frightera / Sample-Machine-Learning-Projects

Star 40

Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.

natural-language-processing neural-network word2vec generative-adversarial-network autoencoder ensemble-learning transfer-learning nlp-machine-learning bert ensemble-classifier cifar-10 random-forest-classifier wordtovec probabilistic-neural-network resnet50 tensorflow-hub neural-network-from-scratch covid-19 deep-ensemble
  • Updated May 3, 2022
  • Jupyter Notebook
XYZ-Bank-Customer-Churn-Predictor

Soumilgit / XYZ-Bank-Customer-Churn-Predictor

Sponsor
Star 35

Modular full-stack ML project leveraging Groq API, Streamlit, Supabase, JSON, SciPy, SciKit-Learn, Plotly & EmailJS, alongside libraries - NumPy, Pandas, Utils, OS, Base64, Re, Pillow & DateTime.

python json scikit-learn jupyter-notebook fintech openai naive-bayes-classifier html-css-javascript decision-tree-classifier svm-classifier smote emailjs random-forest-classifier streamlit xgboost-classifier pickle-file supabase pillow-library rag-pipeline qwen3-32b
  • Updated Mar 2, 2026
  • Jupyter Notebook

Snigdho8869 / Multiclass-Text-Classification

Star 29

Natural Language Processing for Multiclass Classification: A repository containing NLP techniques for multiclass classification of text data.

nlp flask machine-learning natural-language-processing deep-learning neural-network text-classification gru flask-application ensemble-learning logistic-regression support-vector-machines gradient-boosting-classifier cnn-model keras-tensorflow random-forest-classifier rnn-lstm bert-fine-tuning xlnet-fine-tuning adaboost-classifier
  • Updated Mar 16, 2025
  • Jupyter Notebook

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