Creating mindmaps with resources for different AWS services to provide some prepared resources to get AWS Certified Solutions Architect Associate (SAA-03) Certificates easier.

A community-curated list of resources related to self-driving labs which combine hardware automation and artificial intelligence to accelerate scientific discovery.

Summary of each chapter of the book- Introduction of Statistical Learning (ISL), along with Python code & data.

My solution to the book A Collection of Data Science Take-Home Challenges

Anatomy of an Internet Argument - a series of case studies

AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.

A list of Free Software network services and web applications which can be hosted on your own servers

😎 Curated list of awesome software for numerical analysis and scientific computing

Examples and guides for using the Gemini API

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

Next version of roadmap.sh

Machine learning, in numpy

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

AirLLM 70B inference with single 4GB GPU

A brain for self-driving laboratories

Robust representation of semantically constrained graphs, in particular for molecules in chemistry

Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions

A curated collection of hands-on workshops for learning AWS

A collection of hands-on labs to help learning the fundamentals of AWS cloud computing services.

elfshaker stores binary objects efficiently

Chimera: hierarchy-based multi-objective optimization

Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-channel spectrophotometer, a microcontroller, and an adaptive…

HPC setup for juliaup, julia and HPC key packages requiring system libraries

Bayesian Optimization and Design of Experiments

Counterpart of CUDA_Runtime_jll, but for discovering a local toolkit.

Spin Texture contains a C++-code as well as gnuplot scripts for generating and plotting spin textures

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Electronic transport properties from first-principles calculations

Python program to calculates the real and imaginary part of the dielectric function, real and imaginary part of the refractive index for different metals