GoldWater's starred repositories
Word2Vector
Self complemented word embedding methods using CBOW，skip-Gram，word2doc matrix , word2word matrix ,基于CBOW、skip-gram、词-文档矩阵、词-词矩阵四种方法的词向量生成
KuiperInfer
带你从零实现一个高性能的深度学习推理库，支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step
intro-mathmodel
《数学建模导论》教程，全网最全数学建模模型与算法教程系列，带你走进数学建模的大门！
embeddings-store
嵌入数据仓库，向量存储，向量相似度搜索引擎，向量知识库
TheKingOfBigData
🚀🚀🚀优质的历史文章，大数据高频考点，Java一线大厂知识考点，更有精美简历模板，简历指导手册和上百本技术书籍，最重要的就是被全网下载上千次的我自己花精力去画的大数据生态圈，Kafka，Spark，Scala的思维导图...这是一个你在大数据学习路上不能错过的宝藏项目！
GAIA-DataSet
GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analysis, fault localization, etc.
E-CommerceWarehouse
实现了一整套电商数仓的搭建，包括数据采集平台的搭建，将用户的行为数据分为四层分别分层搭建，并实现业务数据库的分层搭建，针对数据仓库中的数据进行，留存、转化率、复购率、GMV、活跃等报表分析，使用当下主流程数的框架，这个项目采用Apache版本的框架实现，后续会上传CDH版本的框架实现，并实现最终的数据可视化。
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-LLM-Robotics
A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites
whale-paper
Datawhale论文分享，阅读前沿论文，分享技术创新
MoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
dive-into-cv-pytorch
动手学CV-Pytorch版
incubator-streampark
Make stream processing easier! Easy-to-use streaming application development framework and operation platform.
PyTorch-Tutorial-2nd
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
causal-inference-in-python-code
Code for the Book Causal Inference in Python
3d-gaussian-splatting
Implementation for 3d gaussian splatting
gaussian-splatting-Windows
3D Gaussian Splatting for Real-Time Radiance Field Rendering - Detailed Windows Install & Usage Instructions
awesome-3D-gaussian-splatting
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.