jayjfu

Papernotes

Papernotes on NLP, Deep Learning

Repository2track

Repositories to track for future work

allennlp

An open-source NLP research library, built on PyTorch.

allennlp-template-config-files

A template for starting a new allennlp project using config files and `allennlp train`

ConversationQueryRewriter

Code and Data for SIGIR 2020 Paper "Few-Shot Generative Conversational Query Rewriting"

Datasets

datasets on NLP, deep learning

dlrm

An implementation of a deep learning recommendation model (DLRM)

Projects

My projects TODO

STOA_DeepLearning

state-of-the-art for DL Tasks

Summary

summaries4task/topic

Dynamic-Fairness

Dynamic Fair Rankings

jayjfu

jayjfu.github.io

jayjfu.github.io_deprecated

My homepage & blog & etc.

NCF

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

pytorch-cpp-inference

Serving PyTorch 1.0 Models as a Web Server in C++

pytorch-flask-api

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch_RVAE

Recurrent Variational Autoencoder that generates sequential data implemented with pytorch

RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

seqGAN

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

serve

Model Serving on PyTorch

Tencent2020_Rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

text

Data loaders and abstractions for text and NLP

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tutorials

PyTorch tutorials.

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.