Yang Zhang's repositories
lightning-language-modeling
Language Modeling Example with Transformers and PyTorch Lighting
labse-pytorch
Language-agnostic BERT Sentence Embedding (LaBSE) Pytorch Model
product_category
Product cateogry prediction
cb-tutorial-code
Demo code from SIGIR 2016 Tutorial on Counterfactual Evaluation and Learning
black_pre_commit_example
An example repo using pre-commit git hook for Python code formatter Black
docker-setup
Docker images and setup instructions.
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
shopee-product-matching
https://www.kaggle.com/c/shopee-product-matching
annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
aptos2019-blindness-detection
https://www.kaggle.com/c/aptos2019-blindness-detection
course-nlp
A Code-First Introduction to NLP course
course-v3
The 3rd edition of course.fast.ai - coming in 2019
fastai_dev
development of the next version of fastai
fastai_old
OLD REPO - PLEASE USE fastai/fastai
head-first-design-patterns-exercise
Head First Design Patterns Exercise
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
siim-isic-melanoma-classification
https://www.kaggle.com/c/siim-isic-melanoma-classification/
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
understanding_cloud_organization
https://www.kaggle.com/c/understanding_cloud_organization/