Pinned Repositories
code-data-science
Tutorials, demos, and tests on using software to solve data science problems.
deep-learning
Deep Learning demos and experiments.
ds-utils
Data Science Utility Functions in Python.
labse-pytorch
Language-agnostic BERT Sentence Embedding (LaBSE) Pytorch Model
lightning-language-modeling
Language Modeling Example with Transformers and PyTorch Lighting
product_category
Product cateogry prediction
yang-zhang.github.io
yang-zhang's Repositories
yang-zhang/lightning-language-modeling
Language Modeling Example with Transformers and PyTorch Lighting
yang-zhang/yang-zhang.github.io
yang-zhang/labse-pytorch
Language-agnostic BERT Sentence Embedding (LaBSE) Pytorch Model
yang-zhang/product_category
Product cateogry prediction
yang-zhang/cb-tutorial-code
Demo code from SIGIR 2016 Tutorial on Counterfactual Evaluation and Learning
yang-zhang/black_pre_commit_example
An example repo using pre-commit git hook for Python code formatter Black
yang-zhang/docker-setup
Docker images and setup instructions.
yang-zhang/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
yang-zhang/LeetCode
:pencil2: LeetCode solutions in C++ 11 and Python3
yang-zhang/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.
yang-zhang/shopee-product-matching
https://www.kaggle.com/c/shopee-product-matching
yang-zhang/annotated-transformer
http://nlp.seas.harvard.edu/2018/04/03/attention.html
yang-zhang/aptos2019-blindness-detection
https://www.kaggle.com/c/aptos2019-blindness-detection
yang-zhang/bookcode
Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.
yang-zhang/course-nlp
A Code-First Introduction to NLP course
yang-zhang/course-v3
The 3rd edition of course.fast.ai - coming in 2019
yang-zhang/create-your-own-adventure
yang-zhang/fastai
The fastai deep learning library, plus lessons and and tutorials
yang-zhang/fastai_dev
development of the next version of fastai
yang-zhang/fastai_old
OLD REPO - PLEASE USE fastai/fastai
yang-zhang/fastbook
Draft of the fastai book
yang-zhang/head-first-design-patterns-exercise
Head First Design Patterns Exercise
yang-zhang/pytext
A natural language modeling framework based on PyTorch
yang-zhang/python-concurrency-getting-started
yang-zhang/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
yang-zhang/recipes
yang-zhang/recsys20
http://www.recsyschallenge.com/2020/
yang-zhang/siim-isic-melanoma-classification
https://www.kaggle.com/c/siim-isic-melanoma-classification/
yang-zhang/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
yang-zhang/understanding_cloud_organization
https://www.kaggle.com/c/understanding_cloud_organization/