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Shan Dou's Projects

.tmux icon .tmux

🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration made with (imho the best tmux configuration that just works)

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

awesome-search icon awesome-search

Awesome Search - this is all about the (e-commerce) search and its awesomeness

cedr icon cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

conda icon conda

OS-agnostic, system-level binary package manager and ecosystem

deep-semantic-similarity-model-pytorch icon deep-semantic-similarity-model-pytorch

My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

deepctr-torch icon deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

doc2vec icon doc2vec

Python scripts for training/testing paragraph vectors

dssm icon dssm

An industrial-grade implementation of DSSM

entity-recognition-datasets icon entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

essentia icon essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

eupeg icon eupeg

An Extensible and Unified Platform for Evaluating Geoparsers

fairlens icon fairlens

Identify bias and measure fairness of your data

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

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