Power Transformer Design Transformer Models

Tools for simulating, optimizing, and analyzing electrical transformers (magnetic cores, efficiency, fault detection, scaling). Does NOT include transformer neural network architectures, ML model optimization, or inference deployment.

There are 53 power transformer design models tracked. 1 score above 50 (established tier). The highest-rated is transformerlab/transformerlab-app at 68/100 with 4,820 stars. 1 of the top 10 are actively maintained.

Get all 53 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=power-transformer-design&limit=20"

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#	Model	Score	Tier	Stars	Language
1	transformerlab/transformerlab-app The open source research environment for AI researchers to seamlessly train,...	68	Established	4,820	Python
2	naru-project/naru Neural Relation Understanding: neural cardinality estimators for tabular data	46	Emerging	104	Python
3	neurocard/neurocard State-of-the-art neural cardinality estimators for join queries	45	Emerging	80	Python
4	danielzuegner/code-transformer Implementation of the paper "Language-agnostic representation learning of...	45	Emerging	173	Python
5	salesforce/CodeTF CodeTF: One-stop Transformer Library for State-of-the-art Code LLM	43	Emerging	1,480	Python
6	salcc/QuantumTransformers Quantum Transformers for High Energy Physics Analysis at the Large Hadron Collider	43	Emerging	49	Jupyter Notebook
7	RobertCsordas/ndr The official repository for our paper "The Neural Data Router: Adaptive...	42	Emerging	34	Python
8	RobertCsordas/transformer_generalization The official repository for our paper "The Devil is in the Detail: Simple...	42	Emerging	66	Python
9	jha-lab/acceltran [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers	40	Emerging	58	Python
10	upb-lea/mag-net-hub MagNet Toolkit - Certified Models of the MagNet Challenge	40	Emerging	18	Python
11	otvam/pyscalexfmr Optimization and Scaling of Medium-Frequency Transformers	37	Emerging	8	Python
12	etaoxing/multigame-dt Implementation of Multi-Game Decision Transformers in PyTorch	36	Emerging	49	Python
13	BatsResearch/trove A Flexible Toolkit for Dense Retrieval	36	Emerging	44	Python
14	yzGuu830/efficient-speech-codec [EMNLP 2024] ESC: Efficient Speech Coding with Cross-Scale Residual Vector...	35	Emerging	125	Jupyter Notebook
15	thongnt99/learned-sparse-retrieval Unified Learned Sparse Retrieval Framework	35	Emerging	68	Python
16	forgi86/sysid-transformers-transfer Code of the paper "On the adaptation of in-context learners for system...	34	Emerging	5	Jupyter Notebook
17	Kaleidophon/nlp-uncertainty-zoo Model zoo for different kinds of uncertainty quantification methods used in...	34	Emerging	55	Python
18	CEC-Agent/CEC Official Implementation of NeurIPS'23 Paper "Cross-Episodic Curriculum for...	34	Emerging	31	Python
19	kyegomez/DifferentialTransformer An open source community implementation of the model from "DIFFERENTIAL...	33	Emerging	39	Python
20	jha-lab/txf_design-space [JAIR'23] FlexiBERT tool for Transformer design space exploration.	29	Experimental	9	Python
21	ScottyWITHBIGD/DGA_Diagnostic 🔍 Automate dissolved gas analysis for transformer health assessment with a...	26	Experimental	1	MATLAB
22	mourga/transformer-uncertainty Code for evaluating uncertainty estimation methods for Transformer-based...	24	Experimental	44	Python
23	TheDarkchip/nfp Lean 4 library + CLI for rigorous bounds in transformer computations...	24	Experimental	1	Lean
24	andomeder/act-mujoco-manipulation End-to-end implementation of Action Chunking Transformers (ACT) for...	23	Experimental	6	Python
25	AYUSH-ISHAN/MultiAgent-Traffic-Control-with-Transformers Implementation of Universal Multi-Agent Reinforcement Learning via Policy...	23	Experimental	4	Python
26	staverm/DARPwTransformers Transformer network capable of cloning a supervision policy on Dial-a-Ride...	23	Experimental	3	Python
27	Brokttv/Transformers-on-Majority An empirical study that builds on Merrill et al. theoretical construction to...	23	Experimental	2	Python
28	abhilashpuli98/Deep-Learning-Paper-Implementations A collection of paper implementations using the PyTorch framework	22	Experimental	1	Jupyter Notebook
29	ankitrajsh/Hardware-Aware-Transformers For internal training and testing	21	Experimental	1	Python
30	SAP/sprint SPRINT is a scalable framework for differentially private (DP) fine-tuning...	21	Experimental	—	Python
31	Khushiyant/tether Tether is a Triton-powered framework for training and deploying Spiking Transformers.	20	Experimental	1	Python
32	jha-lab/transcode [TCAD'23] TransCODE: Co-design of Transformers and Accelerators for...	20	Experimental	6	Python
33	jotej/papers-to-pytorch Baseline paper implementations of deep learning models and architectures in PyTorch.	19	Experimental	1	Python
34	jha-lab/edgetran [TMC'23] EdgeTran: Device-Aware Co-Search of Transformers and Mobile Platforms	19	Experimental	4	Jupyter Notebook
35	mie-lab/mobility_generation MobilityGen: DDPM for human mobility behavior	19	Experimental	—	Python
36	jElhamm/Article-Mathematical-Modeling-of-the-Short-Circuit-Mode-of-a-Voltage-Transformer "Simulations for the paper Mathematical Modeling of the Short Circuit Mode...	18	Experimental	2	MATLAB
37	istat-methodology/GenAI-OS-2025 Material for our "Transformer-based Models for Official Statistics: A...	18	Experimental	1	Jupyter Notebook
38	mlengineershub/QuickDraw-API Application for playing Quickdraw powered by a Vision Transformer	18	Experimental	23	JavaScript
39	sahilfaizal01/Evaluating-the-Performance-of-Episodic-Transformer-Memory-PPO-vs.-Traditional-Transformer-PPO Designed and implemented an Episodic Transformer Memory (ETM) framework on a...	17	Experimental	1	Python
40	dheeren-tejani/rangeflow Certified Robustness & Uncertainty Quantification for AI using Interval...	17	Experimental	—	Python
41	fredericowieser/Dynamic-Transformers MSc Dissertation to make Transformers Faster!	17	Experimental	3	Python
42	LinukPerera/JEPA-Explainer A practical explainer of JEPA, Meta AI’s Joint Embedding Predictive...	14	Experimental	1	Svelte
43	totoberni/COMP6258-RCoTFormer Reproducing Mohtashami et al's ICLR 2025 Paper. See website for source.	13	Experimental	—	Shell
44	mcquerol/a-critical-assesment-of-electrical-machines-engineering Simulations and analysis related to electrical machines engineering using...	13	Experimental	—	MATLAB
45	SeongwoongCho/meta-controller An Official Pytorch Implementation of Meta-Controller (NeurIPS 2024)	12	Experimental	5	Python
46	jha-lab/protran [TMC'23] ProTran: Profiling the Energy of Transformers on Embedded Platforms	11	Experimental	—	Jupyter Notebook
47	ravaghi/PretrainedChordMixer Self-Supervised Pretraining Pipeline for ChordMixer	11	Experimental	3	Python
48	arko-14/ecalc- This electrical calculator aims to find the unknown quantities based on the...	11	Experimental	—	Python
49	LightningStalker/Ringulator Arduino coil and transformer tester and ring detector	11	Experimental	—	C++
50	mithgx/UnstructData UnstructData is a Python toolkit for extracting, transforming, and analyzing...	10	Experimental	1	Python
51	SteliosGian/triton-server-transformers Triton inference server with Python backend and transformers	10	Experimental	2	Python
52	edwintenkorang/Transformer-Inter-turn-Fault-Detection A framework for Inter-turn fault detection in transformers using wavelet...	10	Experimental	2	Python
53	ArunSehrawat/Quantum_Transformers_for_Natural_Language_Processing Quantum Transformers for Natural Language Processing	10	Experimental	1	Jupyter Notebook