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Rust implementation of DeepSeek-OCR with OpenAI-compatible server & CLI No Python environment needed - just download and run.
Symbols classifications in Engineering Drawings (Multi-class imbalanced dataset)
Lime: Explaining the predictions of any machine learning classifier
A game theoretic approach to explain the output of any machine learning model.
An end-to-end solution to digitize piping and instrument diagrams using Azure Services including Azure Machine Learning and AKS.
P&ID detection using Detectron 2 and classification with EDA for P&ID diagram.
Extract symbols from P&ID diagrams using YOLOv5
This is a custom automated P&ID symbol detection and labelling system
A natural language interface for computers
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Code from the Pearson Addison-Wesley book Machine Learning with Python for Everyone
GElectrical is a free and opensource electrical system analysis software for LV/MV electrical distribution networks.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Deep Learning Illustrated (2020)
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli
The "Python Machine Learning (3rd edition)" book code repository
Materials for Weeks 8-11 of Machine Learning in Python (MATH11205) at Edinburgh University.
A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets
Personal AI assistant training by using different methods, fint-tuning, RAG...