I implement a deep learning network to classify COVID-19 Tweets into 5 categories and 3 categories using DistilBERT (a lighter version of BERT) as an embedding layer along with an LSTM and Dense Layer. I Achieve 65% accuracy with 5 categories and 80% accuracy on 3 categories.
☆13Aug 20, 2021Updated 4 years ago
Alternatives and similar repositories for Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets
Users that are interested in Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Jul 11, 2024Updated last year
- 基于python开发的主动漏洞扫描工具☆10Jul 11, 2022Updated 3 years ago
- bindings Python das NFS-e de 450 cidades (usando xsdata com os XSD's do UNINFE)☆18Jun 16, 2025Updated 9 months ago
- Deep learning implementations for generating Bored Ape NFT art using GANs☆11Jul 29, 2022Updated 3 years ago
- Text classification experiments using TextCNNs and Bi-attentive Classification Networks☆10Feb 18, 2019Updated 7 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Chinese version code for the paper "EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks"☆11Jul 25, 2019Updated 6 years ago
- ## 数据挖掘流程 **(一)数据读取** - 读取数据,并进行展示 - 统计数据各项指标 - 明确数据规模与要完成的任务 **(二)特征理解分析** - 单特征分析,逐个变量分析其对结果的影响 - 多变量统计分析,综合考虑多种情况影响 - 统计绘图得…☆10Mar 11, 2020Updated 6 years ago
- Prediction of wind and solar power generation using machine learning techniques☆10Jul 2, 2020Updated 5 years ago
- This is my thesis work on renewable energy detection which compares state of art models using Machine Learning and Deep Learning adapted …☆18Aug 19, 2021Updated 4 years ago
- A supervised deep learning based resource allocation scheme for multi-cell wireless system.☆17Oct 29, 2019Updated 6 years ago
- detecting the meotions using by analysing the sound of the person unsing python☆11Oct 7, 2019Updated 6 years ago
- 基于python+mysql+vue开发的家政预约管理系统☆28Apr 13, 2025Updated last year
- SIR-Hawkes: Linking Epidemic Models and Hawkes Processes to Model Diffusions in Finite Populations☆14Apr 15, 2018Updated 7 years ago
- My Implementation for the paper EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks using Tensor…☆12Mar 18, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- How to Create Synthetic Dataset for Computer Vision (Object Detection) (Article on Medium)☆29Jan 11, 2022Updated 4 years ago
- Monthly summary email of Firefly III categories☆16Dec 22, 2023Updated 2 years ago
- Parametric estimation of multivariate Hawkes processes with general kernels.☆14May 27, 2024Updated last year
- Implementation of sketch-specific data augmentation strategies proposed in 'Sketch-a-Net: A Deep Neural Network that Beats Humans'☆27Mar 26, 2018Updated 8 years ago
- Call external API springboot☆10Jul 8, 2022Updated 3 years ago
- Boilerplate code for a Gin Gonic (a full-featured web framework for Golang) project that can be deployed to the cloud with a git push (ho…☆12Feb 19, 2018Updated 8 years ago
- People with special-needs face a variety of different challenges and barriers that isolate them from their surroundings. Nowadays, severa…☆12Apr 1, 2021Updated 5 years ago
- 基于CNN的新浪新闻文本分类☆11Jul 22, 2019Updated 6 years ago
- ☆14Aug 7, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆12Dec 10, 2022Updated 3 years ago
- 🎨 Easily Draw China Maps.☆12Nov 11, 2022Updated 3 years ago
- This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neura…☆20Nov 2, 2023Updated 2 years ago
- Simple and easy stable diffusion inference with LightningModule on GPU, CPU and MPS (Possibly all devices supported by Lightning).☆17Jul 27, 2023Updated 2 years ago
- Identify the type of news based on headlines and short descriptions☆16Mar 25, 2019Updated 7 years ago
- BirdSpotter is a python package which provides an influence and bot detection toolkit for twitter.☆19Mar 10, 2021Updated 5 years ago
- In order to analyze the sentiment orientation on Chinese social platform, our group scraped raw reposts during the period when domestic C…☆16Mar 31, 2023Updated 3 years ago
- Source code for examples from Cucumber Recipes☆21Jan 22, 2013Updated 13 years ago
- ☆16Oct 25, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- evently: simulation, fitting of Hawkes processes☆16Jan 22, 2023Updated 3 years ago
- A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets☆13Dec 14, 2020Updated 5 years ago
- ☆22Jun 15, 2019Updated 6 years ago
- YOLOv5 image dataset 🔢☆20Dec 6, 2020Updated 5 years ago
- Dynamic, Contiguous-Memory Objects Pool☆12Mar 9, 2018Updated 8 years ago
- This repository contains recent background materials, current works, and codes for researching in TPP.☆16Sep 22, 2023Updated 2 years ago
- Jenkins sitemonitor plugin☆19May 5, 2022Updated 3 years ago