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nginx-tutorials

Nginx Tutorials

nlp

nlp-journey

NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

nlp-knowledge-graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

opennmt-py

Open-Source Neural Machine Translation in PyTorch http://opennmt.net/

paper-reading

深度学习经典、新论文逐段精读

planout

PlanOut is a library and interpreter for designing online experiments.

planout.js

A JavaScript port of Facebook's PlanOut Experimentation Framework

pyspark.test

Example unit tests for Apache Spark Python scripts using the py.test framework

pytest-spark

pytest plugin to run the tests with support of pyspark

react-experiments

React components for implementing UI experiments

recsys-2017-online-learning-tutorial

rl_algorithms

I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really understanding them.

sampleelectrode

Basic Electrode UI

scrapy_doc_chs

scrapy中文翻译文档

selu

Notes on gradient issues and combatting normalization techniques.

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

simple_beamsearch

simple_beamsearch example

spark

Mirror of Apache Spark

spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

tensorflow

Computation using data flow graphs for scalable machine learning

testproject

TEST

text-similarity

用TF特征向量和simhash指纹计算中文文本的相似度

text_classification

all kinds of text classification models and more with deep learning

thesis

Thang Luong's thesis on Neural Machine Translation

thrift

Apache Thrift

tianchi-nl2sql-top1

天池nl2sql冠军方案

triple-gan

Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing

wonderful-slides

My collection of wonderful slides/materials