Feiyang(Vance) Chen 's Projects
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
[Reproduce] Code for the ACL2019 paper "Multimodal Transformer for Unaligned Multimodal Language Sequences".
The Cancer Genome Atlas (TCGA), a landmark cancer genomics program, molecularly characterized over 20,000 primary cancer and matched normal samples spanning 33 cancer types.
Open-Source Neural Machine Translation in Tensorflow
Natural Language Processing Tasks and References
TensorFlow Neural Machine Translation Tutorial
An open source AutoML toolkit for neural architecture search and hyper-parameter tuning. https://microsoft.github.io/nni/
Open Source Neural Machine Translation in PyTorch
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
Baseline for Visual Question Answering.
PyTorch implementations of Generative Adversarial Networks.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Record some papers I have read and paper notes I have taken, also including some awesome papers reading lists and academic blog posts.
Collect the Best Papers from the Top Conferences, also including statistics and visualization keywords of accepted papers from Top Conferences.
A general-purpose encoder-decoder framework for Tensorflow
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
🤖 Exercise answers to the problem sets from the 2017 machine learning course cs229 by Andrew Ng at Stanford
Stanford CS231n Assignments
Official Stanford NLP Python Library for Many Human Languages
Code for the book: "Statistical Learning Methods, by Hang Li".
Collection of Summer 2022 tech internships!
[SynthText Chinese] Improved code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.
A TensorFlow Implementation of the Transformer: Attention Is All You Need
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
Solving the Traveling Salesman Problem using Self-Organizing Maps
Tumor2Graph: a novel Overall-Tumor-Profile-derived virtual graph deep learning for predicting tumor typing and subtyping.
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities