posenhuang

posenhuang's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python285k6.6k31647.5k

• sebastianruder/NLP-progress

  Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

  Language:Python22.8k1.3k1013.6k

• NVIDIA/FastPhotoStyle

  Style transfer, deep learning, feature transform

  Language:Python11.2k274871.2k

• OpenNMT/OpenNMT-py

  Open Source Neural Machine Translation and (Large) Language Models in PyTorch

  Language:Python6.8k1781.4k2.2k

• skorch-dev/skorch

  A scikit-learn compatible neural network library that wraps PyTorch

  Language:Jupyter Notebook5.9k81520392

• blei-lab/edward

  A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

  Language:Jupyter Notebook4.8k272514758

• MrGemy95/Tensorflow-Project-Template

  A best practice for tensorflow project template architecture.

  Language:Python3.6k15220815

• dmlc/gluon-nlp

  NLP made easy

  Language:Python2.6k96534533

• salesforce/decaNLP

  The Natural Language Decathlon: A Multitask Challenge for NLP

  Language:Python2.3k11740470

• openai/finetune-transformer-lm

  Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

  Language:Python2.2k7442504

• melodyguan/enas

  TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

  Language:Python1.6k76115390

• tensorflow/workshops

  A few exercises for use at events.

  Language:Jupyter Notebook1.5k14713679

• openai/supervised-reptile

  Code for the paper "On First-Order Meta-Learning Algorithms"

  Language:JavaScript99815631214

• Mybridge/machine-learning-open-source

  Monthly Series - Machine Learning Top 10 Open Source Projects

  9775300131

• anishathalye/obfuscated-gradients

  Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

  Language:Jupyter Notebook885480171

• MadryLab/mnist_challenge

  A challenge to explore adversarial robustness of neural networks on MNIST.

  Language:Python7372817179

• NVIDIA/nv-wavenet

  Reference implementation of real-time autoregressive wavenet inference

  Language:Cuda7364775126

• microsoft/prose

  Microsoft Program Synthesis using Examples SDK is a framework of technologies for the automatic generation of programs from input-output examples. This repo includes samples and sample data for the Microsoft Program Synthesis using Example SDK.

  Language:C#622563599

• jkkummerfeld/text2sql-data

  A collection of datasets that pair questions with SQL queries.

  Language:Python5501838108

• airalcorn2/Deep-Semantic-Similarity-Model

  My Keras 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.

  Language:Python5203511186

• ajbrock/SMASH

  An experimental technique for efficiently exploring neural architectures.

  Language:Python48920557

• salesforce/matchbox

  Write PyTorch code at the level of individual examples, then run it efficiently on minibatches.

  Language:Python484211123

• neubig/nlptutorial

  A Tutorial about Programming for Natural Language Processing

  Language:Perl429330152

• fumin/ntm

  An implementation of Neural Turing Machines

  Language:Go40425451

• minhnhat93/tf-SNDCGAN

  Tensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)

  Language:Python2516764

• godisboy/SN-GAN

  pyTorch implementation of Spectral Normalization for Generative Adversarial Networks

  Language:Python2496942

• tsung-wei-huang/DtCraft

  A High-performance Cluster Computing Engine

  Language:C++145161325

• microsoft/PointerSQL

  Code for PointerSQL, PT-MAML, Execution-guided Decoding papers

  Language:Python1297527

• davidgolub/QuestionGeneration

  Language:Python10971430

• microsoft/NPMT

  Towards Neural Phrase-based Machine Translation

  Language:Lua12708