769 Open source projects that are alternatives of or similar to nlp_classification

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Fake News Detection in Python

PyTorch v1.2에서 생긴 Transformer API 를 이용한 간단한 Chitchat 챗봇

Awesome-Text-Classification Projects,Papers,Tutorial .

R wrapper for fastText

Chinese Question Classifier (Keras Implementation) on BQuLD

🗣️ Tool to generate adversarial text examples and test machine learning models against them

all kinds of text classification models and more with deep learning

All kinds of neural text classifiers implemented by Keras

RMDL: Random Multimodel Deep Learning for Classification

Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

Relation Classification - SEMEVAL 2010 task 8 dataset

Awesome Pytorch Tutorials

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Data augmentation for NLP, presented at EMNLP 2019

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

CNN-RNN中文文本分类，基于TensorFlow

Machine learning based text classification in JavaScript using n-grams and cosine similarity

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Text classification meets word embeddings.

Rank 1 / 216

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

A Feed Aggregator that Knows What You Want to Read.

Text classification with Reuters-21578 datasets using Gensim Word2Vec and Keras LSTM

Gender_classification_challenge

Natural Language Processing for Lithuanian language

A time series signal analysis and classification framework

Drug effect prediction using neural network

Social Signal Processing for Android

A python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.

Selective Classification For Deep Neural Networks.

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

A repository to compare the performance between the algorithms implemented in pyts and the performance reported in the literature

Rank3 Code for ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection, Task 3

Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

This repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using…

Deep Learning using Rectified Linear Units (ReLU)

OpenMMLab Model Compression Toolbox and Benchmark.

[CVPR 2021] SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

2018“云移杯- 景区口碑评价分值预测

immuneML is a platform for machine learning analysis of adaptive immune receptor repertoire data.

YOLOv1 tensorflow

Korean Easy Data Augmentation

Official implementation of "Explicit Interaction Model towards Text Classification"

Detecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

Kaggle 2018 @ Human Protein Atlas Image Classification

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

This is the baseline of Kaggle-dog-breed-classification on Python, Keras, and TensorFlow.

Catalyst.Classification

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

Library of state-of-the-art models (PyTorch) for NLP tasks

An original implementation of "3HAN: A Deep Neural Network for Fake News Detection" (ICONIP 2017)

Python Machine Learning (ML) project that demonstrates the archetypal ML workflow within a Jupyter notebook, with automated model deployment as a RESTful service on Kubernetes.