KuoHaoZeng

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Allen Institute for AI

Seattle

https://kuohaozeng.github.io/

Hao's starred repositories

ai2thor

An open-source platform for Visual AI.

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PythonRobotics

Python sample codes for robotics algorithms.

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LyricsGenius

Download song lyrics and metadata from Genius.com 🎶🎤

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Megatron-LM

Ongoing research training transformer models at scale

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clicr

Machine reading comprehension on clinical case reports

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Style-Transfer-in-Text

Paper List for Style Transfer in Text

gpt-2-output-dataset

Dataset of GPT-2 outputs for research in detection, biases, and more

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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openwebtext

An open clone of the GPT-2 WebText dataset by OpenAI. Still WIP.

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bookcorpus

Crawl BookCorpus

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grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

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Neural-Style-Transfer-Papers

:pencil2: Neural Style Transfer: A Review

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

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PnP-Depth

Implementation for "Plug-and-Play: Improve Depth Prediction via Sparse Data Propagation"

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mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

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pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

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Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

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ggnn.pytorch

A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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mgan

Masking GAN - Image attribute mask generation

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hugo

The world’s fastest framework for building websites.

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gail-tf

Tensorflow implementation of generative adversarial imitation learning

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show-adapt-and-tell

Code for "Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner" in ICCV 2017

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CVPR-2017-Abstracts-Collection

Collection of CVPR 2017, including titles, links, authors, abstracts and my own comments

dni.pytorch

Implement Decoupled Neural Interfaces using Synthetic Gradients in Pytorch

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ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

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Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

stn.pytorch

pytorch version of spatial transformer networks

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AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

imitation

Code for the paper "Generative Adversarial Imitation Learning"

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