Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Chinese version of GPT2 training code, using BERT tokenizer.

Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Large World Model -- Modeling Text and Video with Millions Context

[CVPR 2024] MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

Wide and Deep Learning for CTR Prediction in tensorflow

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NE…

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

【sese-engine】新时代的搜索引擎！

高度可定制的全文搜索引擎

使用Bert完成实体之间关系抽取

Source code for Twitter's Recommendation Algorithm

基于向量数据库与GPT3.5的通用本地知识库方案(A universal local knowledge base solution based on vector database and GPT3.5)

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

ByteDance's Recommendation System

Minimal keyword extraction with BERT

Code and data for Price Revelation from Insider Trading: Evidence from Hacked Earnings News

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

The convertor/conversion of deep learning models for different deep learning frameworks/softwares.

NLP方面的一些小的demo,包括文本生成,文本分类,文本聚类等等,使用tensorflow实现,长期更新,欢迎指正,交流

Statistical Machine Translation implementation with Python: especially IBM Model1, 2, and phrase-based machine translation.

pycorrector is a toolkit for text error correction. 文本纠错，实现了Kenlm，T5，MacBERT，ChatGLM3，Qwen2.5等模型应用在纠错场景，开箱即用。

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Natural Language Processing Tutorial for Deep Learning Researchers

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

flink learning blog. https://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去…