Highlights
Stars
Implementation of Cognitive Decision Routing Framework for LLMs
PyTorch research stack for ML multi-factor trading: 213 factors, bias correction, portfolio optimization, and vectorized backtesting.
FastText inference optimization with trie-backed n-gram ids, mark-compact vector storage, and mmap-friendly retrieval.
A functional programming approach to context-aware LLM reasoning
Python program capable of adding correct commas to a pre-tagged text
基于句法n-gram对英语句子中的介词进行纠错,使用Stanford-parser提取句子的依赖关系,使用trie存储依赖n元组。
使用基于短语的机器翻译技术提供对输入英语句子进行纠错的简单服务器,需要首先使用语料训练机器翻译模型,然后启动服务器加载对应服务,然后使用浏览器访问对应端口的服务进行测试即可。
使用JNI对Stanford-parser进行封装,使之可以通过c++代码进行调用,方便使用c++开发NLP程序
A spellchecker for English real words based on winnow classifier.
English verb-noun collocation error correction with similarity inference, classification, and language-model ranking.
My training about functional data structures
Fast Neural Machine Translation in C++ - development repository
DistML provide a supplement to mllib to support model-parallel on Spark
CFRBM is a implementation of the RBM model to the collaborative filtering task
Docs and lab codes of the course "Formal Methods Foundation (2015)" at USTC.