Lists (16)
Stars
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
12 Lessons to Get Started Building AI Agents
Learn how to design, develop, deploy and iterate on production-grade ML applications.
12 Weeks, 24 Lessons, AI for All!
10 Weeks, 20 Lessons, Data Science for All!
This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
Datasets for Predictive Maintenance
Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anom…
nanoMINER: Multimodal Information Extraction for Nanomaterials
The dataset being analyzed contains sensor readings and operational parameters from an industrial machine, where the goal is to predict failure types.
Meta-analysis with data analytics and machine learning of literature data in metal additive manufacturing.
CNN-based image processing system for detecting gas porosity and lack of fusion (LoF) defects in metal additive manufacturing using weld bead imagery.
Source code for "Identification and Interpretation of Melt Pool Shapes in Laser Powder Bed Fusion with Machine Learning"
Enhancing stress-strain predictions in additive manufacturing through transfer learning with LSTM-TCN-TL models
Implementation of single- and bi-objective Bayesian optimization algorithms for additive manufacturing.
Predict the Mechanical Properties of AlSi10Mg Material Fabricated using Laser Powder Bed Fusion Additive Manufacturing
Programs and tools for detecting defects in 3D printed parts produced by Laser Powder Bed Fusion (LPBF). Includes machine learning models, image analysis scripts, and simulation-based approaches fo…
Additive Manufacturing
Code for article titled "CorrosionOptiMap Links Additive Manufacturing Process Parameters to Corrosion of Stainless Steel"
A repository for our working paper titled: "Adapting OpenAI’s CLIP Model for Few-Shot Image Inspection in Manufacturing Quality Control"