812 Open source projects that are alternatives of or similar to Reuters-21578-Classification

NLP with NLTK for Sentiment analysis amazon Products Reviews

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

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Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

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Sentiment Analysis on the First Republic Party debate in 2016 based on Python,NLTK and ML.

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Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

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使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

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Awesome-Text-Classification Projects,Papers,Tutorial .

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

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AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪目前人工智能（AI）的深度学习（DL）开源项目，并尽可能地罗列目前的开源项目，同时加入了一些曾经研究过的代码。通过这些开源项目，使初次接触AI的人们对人工智能（深度学习）有更清晰和更全面的了解。

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Implementation of papers for text classification task on DBpedia

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Word Embedding + LSTM + FC

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

🔬 Nano size Theano LSTM module

Deep learning driven jazz generation using Keras & Theano!

Sarcasm Detection for Sentiment Analysis

dentifying gender and regional accent from speech

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

Online Hand Writing Recognition using BLSTM

Optical character recognition Using Deep Learning

maximum entropy based part-of-speech tagger for NLTK

Deep Character CNN LSTM Encoder with Classification and Similarity Models

Playground for implementing custom layers and other components compatible with keras, with the purpose to learn the framework better and perhaps in future offer some utils for others.

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

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Forecasting Solar Power: Analysis of using a LSTM Neural Network

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Curated list of all NLP Resources

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深度学习相关代码

Multi Class Text (Feedback) Classification using CNN, GRU Network and pre trained Word2Vec embedding, word embeddings on TensorFlow.

https://events.kaspersky.com/hackathon/

Personalized Medicine: Redefining Cancer Treatment with deep learning

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

2018“云移杯- 景区口碑评价分值预测