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algorithm

basic algorithm

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

corenlp

Stanford CoreNLP: A Java suite of core NLP tools.

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deeplearning-coursera

deepseek-v2

familia

A Toolkit for Chinese Topic Modeling

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

graph-neural-network-review

nlp-basictasks

A simple framework for building some basic NLP tasks

pytext

A natural language modeling framework based on PyTorch

simcse

SimCSE在中文任务上的简单实验

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

unsupervisedmt

Phrase-Based & Neural Unsupervised Machine Translation

user_query_rec

个性化搜索query推荐

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow