Liang Ding's Projects
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.
Library for implementing RNNs with Theano
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Resources for the OpenNMT hackathon
自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换
A Hearthstone: Heroes of WarCraft Simulator for the purposes of Machine Learning and Data Mining
Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019
Helsinki Neural Machine Translation system
ApacheCN 开源组织
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
自制机器学习
:statue_of_liberty:最新可用的google hosts文件。国内镜像:
Faster, Leaner Scikit Learn (Sklearn) morphed with Statsmodels & Deep Learning drop in substitute. Designed for big data, HyperLearn can use 50%+ less memory, and runs 50%+ faster on some modules. Will have GPU support, and all modules are parallelized. Written completely in PyTorch, Numba, Numpy, Pandas, Scipy & LAPACK.
Evaluate the BLEU score significance statistically comparing Ref file and Tgt files among different machine translation systems
[SIGIR 2022] Image-Text Retrieval
Papers related to Machine Translation (continuously updating & welcome Star/Fork/PR)
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NEWS: JATE2.0 Beta.11 Released, see details below.
Simple but effective library to translate Java source code to Python.
【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。
结巴中文分词
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
The Julia Language: A fresh approach to technical computing.
Machine Learning Algorithms (Julia)