multi-label-sentiment-classifier
aws-lambda-docker-serverless-inference
multi-label-sentiment-classifier | aws-lambda-docker-serverless-inference | |
---|---|---|
1 | 1 | |
17 | 92 | |
- | - | |
1.8 | 4.0 | |
about 3 years ago | 22 days ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | MIT No Attribution |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
multi-label-sentiment-classifier
-
Training a Multi-Label Emotion Classifier with Tez and PyTorch to detect +20 different emotions
code: https://github.com/ahmedbesbes/multi-label-sentiment-classifier
aws-lambda-docker-serverless-inference
-
AWS - NLP newsletter - 2021. Aug.
GitHub: Train a BlazingText text classification algorithm in SageMaker, inference with AWS Lambda
What are some alternatives?
Transformer-Explainability - [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
amazon-sagemaker-examples - Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
ganbert-pytorch - Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace
detoxify - Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].
keytotext - Keywords to Sentences
predict-subreddit - NLP model that predicts subreddit based on the title of a post
jetson-containers - Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
huggingpics - 🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
python-machine-learning-book-3rd-edition - The "Python Machine Learning (3rd edition)" book code repository
browser-ml-inference - Edge Inference in Browser with Transformer NLP model
hugging-face-workshop - A 90-minute hands on workshop about Hugging Face on SageMaker.