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Name: Xiangyu Zhang
Type: User
Bio: Recommender System & Machine Learning Infrastructure
Location: Beijing
Name: Xiangyu Zhang
Type: User
Bio: Recommender System & Machine Learning Infrastructure
Location: Beijing
Simple Distributed Deep Learning on TensorFlow
Colossal-AI: A Unified Deep Learning System for Big Model Era
Cooperative primitives for CUDA C++ kernel authors.
Code from the "CUDA Crash Course" YouTube series by CoffeeBeforeArch
Readings in Databases
Deep Learning Examples
DeepRec is a recommendation engine based on TensorFlow.
TensorFlow documentation
A library for efficient similarity search and clustering of dense vectors.
Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"
HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of Merlin-KV is to store key-value feature-embeddings on high-bandwidth memory (HBM) of GPUs and in host memory. It also can be used as a generic key-value storage.
HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training
Design patterns implemented in Java
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
ByteDance's Recommendation System
The simplest, fastest repository for training/finetuning medium-sized GPTs.
PArallel Distributed Deep LEarning (PaddlePaddle核心框架,高性能单机、分布式训练和跨平台部署)
A lightweight parameter server interface
Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
An elegant \LaTeX\ résumé template
sample code for sharing
Computation using data flow graphs for scalable machine learning
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Master the command line, in one page
Source code for Twitter's Recommendation Algorithm
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.