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paircnn-ranking

A tensorflow implementation of Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks

papers

writings or translations

paragraph-vectors

:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec)

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

practicalai

📚 A practical approach to learning and using machine learning.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

public

SailingLab's Petuum project.

pycrumbs

Bits and bytes of Python from the Internet

pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

quora_question_pairs

Kaggle Quora 第21名解决方案

r-net

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

r-net-1

Tensorflow Implementation of R-Net

rationale-cnn

A keras implementation of our CNNs with rationales

recommend-estimators

Classical RecSys algorithms implemented by using TensorFlow Estimators

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

recommendersystems

returnn

The RWTH extensible training framework for universal recurrent neural networks

returnn-experiments

experiments with RETURNN

rnn

Recurrent Neural Network library for Torch7's nn

segment

A tool to segment text based on frequencies and the Viterbi algorithm "#TheBoyWhoDied" => ['#', 'The', 'Boy', 'Who', 'Died']

self-attention-tacotron

An implementation of "Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent language" https://arxiv.org/abs/1810.11960

sentence-transformers

Sentence Embeddings with BERT & XLNet

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

sentiment-discovery

Unsupervised Language Modeling at scale for robust sentiment classification

seq2seq-chatbot

基于seq2seq的中文聊天机器人

seq2seq_chatbot_qa

使用TensorFlow实现的Sequence to Sequence的聊天机器人模型

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

shadowsocks

shadowsocks.wiki