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Vinson Zheng's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert icon bert

TensorFlow code and pre-trained models for BERT

bertviz icon bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

bilm-tf icon bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

bimpm icon bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

book icon book

Deep Learning 101 with PaddlePaddle

capsnet-tensorflow icon capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

evoasm icon evoasm

An AIM-GP (Automatic Induction of Machine code by Genetic Programming) Engine Used by TSL

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

freelb icon freelb

Adversarial Training for Natural Language Understanding

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hac icon hac

Code for the IJCAI'19 paper "Dynamically Route Hierarchical Structure Representation to Attentive Capsule for Text Classification"

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

lm-zoo icon lm-zoo

RNN-based & Transfomer-based Language Models

matchzoo icon matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

models icon models

Models and examples built with TensorFlow

ngram2vec icon ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

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