Discover advaitsave/Text-preprocessing-and-classification Open Source

Stars
8
Rank 2,099,232 (Top 42 %)
Language
Jupyter Notebook
Created about 6 years ago
Updated over 5 years ago

advaitsave

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

IMDB Movie Reviews - Text preprocessing and classification. Includes BOW model, TF_IDF, VADER entiment analysis, Topic Modelling using Latent Dirichlet Allocation and Word Embeddings. (Python)

Introduction-to-Time-Series-forecasting-Python

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

Jupyter Notebook

315

Multiclass-Semantic-Segmentation-CamVid

Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.

Jupyter Notebook

CNN-Image-Classification-and-Flask-Deployment

CNN based Image Classification on CIFAR-10 dataset, along with data augmentation and deployment of the trained CNN model using Flask. (Python)

Jupyter Notebook

Medical-Imaging-Semantic-Segmentation

This repository contains UNet and ICNet implementations for semantic segmentation of nuclei images, from Kaggle's 2018 Data Science Bowl

Jupyter Notebook

Churn-Classification-Model-Selection

A comprehensive Churn Classification solution aimed at laying out the steps of a classification solution, including EDA, Stratified train test split, Training multiple classifiers, Evaluating trained classifiers, Hyperparameter tuning, Optimal probability threshold tuning, model comparison, model selection and Whiteboxing models for business sense. (Python)

Jupyter Notebook

LSTM-Embeddings-Text-Classification-Quora

Bidirectional LSTM text classification using Tensorflow 2 GPU for Quora Insincere Questions Classification competition on Kaggle

Jupyter Notebook

speech_denoising

Speech denoising using various neural network architectures

Jupyter Notebook

advaitsave/Text-preprocessing-and-classification

advaitsave

Reviews

Repository Details

More Repositories