Getting Things Done With Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pytorch Sentiment Analysis | 2,905 | 2 years ago | 16 | mit | Jupyter Notebook | |||||
| Tutorials on getting started with PyTorch and TorchText for sentiment analysis. | ||||||||||
| Twitter Sentiment Analysis | 1,322 | 7 months ago | 20 | mit | Python | |||||
| Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc. | ||||||||||
| Getting Things Done With Pytorch | 873 | 2 years ago | 13 | apache-2.0 | Jupyter Notebook | |||||
| Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT. | ||||||||||
| Lstm Sentiment Analysis | 844 | 4 years ago | 20 | mit | Jupyter Notebook | |||||
| Sentiment Analysis with LSTMs in Tensorflow | ||||||||||
| Treelstm | 782 | 6 years ago | 9 | gpl-2.0 | Lua | |||||
| Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075) | ||||||||||
| Chinese_sentiment | 463 | a year ago | 7 | Python | ||||||
| 中文情感分析，CNN，BI-LSTM，文本分类 | ||||||||||
| Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis | 364 | 5 months ago | 19 | Python | ||||||
| Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall | ||||||||||
| Sentiment Analysis | 296 | 5 years ago | 13 | Python | ||||||
| Chinese Shopping Reviews sentiment analysis | ||||||||||
| Cs291k | 272 | 6 years ago | Python | |||||||
| 🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models | ||||||||||
| Lstm_rnn_tutorials_with_demo | 268 | 5 years ago | 1 | Python | ||||||
| LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow | ||||||||||
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Readme
Get SH*T Done with PyTorch
Learn how to solve real-world problems with Deep Learning models (NLP, Computer Vision, and Time Series). Go from prototyping to deployment with PyTorch and Python!
📖 Read for FREE
The whole book can be read using the links below. Each part contains a notebook that you can find in this repository.
- Getting Started with PyTorch
- Build Your First Neural Network
- Transfer Learning for Image Classification using Torchvision
- Face Detection on Custom Dataset with Detectron2
- Time Series Forecasting with LSTMs for Daily Coronavirus Cases
- Time Series Anomaly Detection using LSTM Autoencoders
- Create Dataset for Sentiment Analysis by Scraping Google Play App Reviews
- Sentiment Analysis with BERT and Transformers by Hugging Face
- Deploy BERT for Sentiment Analysis as REST API using FastAPI
- Object Detection on Custom Dataset with YOLO (v5)
Consider buying the book if you want to support my work. Thanks for stopping by! 🤗
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Jupyter Notebook
Machine Learning
Deep Learning
Pytorch
Tutorial
Nlp
Computer Vision
Series
Sentiment
Lstm
Object Detection
Time Series
Sentiment Analysis
Face Recognition
Face Detection
Transfer Learning
Anomaly Detection