René's URL Explorer Experiment


Title: GitHub - goruck/nilm: Energy Management Using Real-Time Non-Intrusive Load Monitoring

Open Graph Title: GitHub - goruck/nilm: Energy Management Using Real-Time Non-Intrusive Load Monitoring

X Title: GitHub - goruck/nilm: Energy Management Using Real-Time Non-Intrusive Load Monitoring

Description: Energy Management Using Real-Time Non-Intrusive Load Monitoring - goruck/nilm

Open Graph Description: Energy Management Using Real-Time Non-Intrusive Load Monitoring - goruck/nilm

X Description: Energy Management Using Real-Time Non-Intrusive Load Monitoring - goruck/nilm

Opengraph URL: https://github.com/goruck/nilm

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:813651f7-287d-47c8-20a7-0da3c6fe69e6
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idAD3C:310FA:257E64:329C20:698CB134
html-safe-nonce97f144de9583bc32585f87a045f47af809a42ec5b57114db2b1c65c80b4634e9
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBRDNDOjMxMEZBOjI1N0U2NDozMjlDMjA6Njk4Q0IxMzQiLCJ2aXNpdG9yX2lkIjoiMjU1NzI3NDE0MTcwMzg0NDE0OCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmace1adba81599aa6216a2d4752590e0285ede00cfb832db77a30f0ebd07c3c8760
hovercard-subject-tagrepository:453836065
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/goruck/nilm
twitter:imagehttps://opengraph.githubassets.com/4fd0be84c3fc6d8d1370005c8051b90384a730df265680862640cb8872c5e25e/goruck/nilm
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/4fd0be84c3fc6d8d1370005c8051b90384a730df265680862640cb8872c5e25e/goruck/nilm
og:image:altEnergy Management Using Real-Time Non-Intrusive Load Monitoring - goruck/nilm
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None640eeb7b6ff4d8d106235d228c0c286e82592d4d2403227b5b2b4fc5832297a4
turbo-cache-controlno-preview
go-importgithub.com/goruck/nilm git https://github.com/goruck/nilm.git
octolytics-dimension-user_id12125472
octolytics-dimension-user_logingoruck
octolytics-dimension-repository_id453836065
octolytics-dimension-repository_nwogoruck/nilm
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id453836065
octolytics-dimension-repository_network_root_nwogoruck/nilm
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release3d444f0a47beeeac94cddbb51c91ab408befe8d4
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/goruck/nilm#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoruck%2Fnilm
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgoruck%2Fnilm
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=goruck%2Fnilm
Reloadhttps://patch-diff.githubusercontent.com/goruck/nilm
Reloadhttps://patch-diff.githubusercontent.com/goruck/nilm
Reloadhttps://patch-diff.githubusercontent.com/goruck/nilm
goruck https://patch-diff.githubusercontent.com/goruck
nilmhttps://patch-diff.githubusercontent.com/goruck/nilm
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fgoruck%2Fnilm
Fork 17 https://patch-diff.githubusercontent.com/login?return_to=%2Fgoruck%2Fnilm
Star 89 https://patch-diff.githubusercontent.com/login?return_to=%2Fgoruck%2Fnilm
MIT license https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/LICENSE
89 stars https://patch-diff.githubusercontent.com/goruck/nilm/stargazers
17 forks https://patch-diff.githubusercontent.com/goruck/nilm/forks
Branches https://patch-diff.githubusercontent.com/goruck/nilm/branches
Tags https://patch-diff.githubusercontent.com/goruck/nilm/tags
Activity https://patch-diff.githubusercontent.com/goruck/nilm/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fgoruck%2Fnilm
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fgoruck%2Fnilm
Code https://patch-diff.githubusercontent.com/goruck/nilm
Issues 2 https://patch-diff.githubusercontent.com/goruck/nilm/issues
Pull requests 0 https://patch-diff.githubusercontent.com/goruck/nilm/pulls
Actions https://patch-diff.githubusercontent.com/goruck/nilm/actions
Projects 0 https://patch-diff.githubusercontent.com/goruck/nilm/projects
Security 0 https://patch-diff.githubusercontent.com/goruck/nilm/security
Insights https://patch-diff.githubusercontent.com/goruck/nilm/pulse
Code https://patch-diff.githubusercontent.com/goruck/nilm
Issues https://patch-diff.githubusercontent.com/goruck/nilm/issues
Pull requests https://patch-diff.githubusercontent.com/goruck/nilm/pulls
Actions https://patch-diff.githubusercontent.com/goruck/nilm/actions
Projects https://patch-diff.githubusercontent.com/goruck/nilm/projects
Security https://patch-diff.githubusercontent.com/goruck/nilm/security
Insights https://patch-diff.githubusercontent.com/goruck/nilm/pulse
Brancheshttps://patch-diff.githubusercontent.com/goruck/nilm/branches
Tagshttps://patch-diff.githubusercontent.com/goruck/nilm/tags
https://patch-diff.githubusercontent.com/goruck/nilm/branches
https://patch-diff.githubusercontent.com/goruck/nilm/tags
320 Commitshttps://patch-diff.githubusercontent.com/goruck/nilm/commits/main/
https://patch-diff.githubusercontent.com/goruck/nilm/commits/main/
.vscodehttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/.vscode
.vscodehttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/.vscode
ardhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/ard
ardhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/ard
imghttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/img
imghttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/img
mlhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/ml
mlhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/ml
pan-ard-infhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/pan-ard-inf
pan-ard-infhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/pan-ard-inf
rpihttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/rpi
rpihttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/rpi
tpuhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/tpu
tpuhttps://patch-diff.githubusercontent.com/goruck/nilm/tree/main/tpu
.envhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/.env
.envhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/.env
.gitignorehttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/README.md
__init__.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/__init__.py
__init__.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/__init__.py
nilm.code-workspacehttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/nilm.code-workspace
nilm.code-workspacehttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/nilm.code-workspace
READMEhttps://patch-diff.githubusercontent.com/goruck/nilm
MIT licensehttps://patch-diff.githubusercontent.com/goruck/nilm
https://patch-diff.githubusercontent.com/goruck/nilm#energy-management-using-real-time-non-intrusive-load-monitoring
https://patch-diff.githubusercontent.com/goruck/nilm#introduction
https://patch-diff.githubusercontent.com/goruck/nilm#architecture
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/nilm-general-concept.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/nilm-scheme.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/system-blk-dia.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm#nilm-algorithm-selection-and-models
https://patch-diff.githubusercontent.com/goruck/nilm#algorithm-selection
define_models.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/define_models.py
https://patch-diff.githubusercontent.com/goruck/nilm#neural-network-models
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/cnn_model_plot.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/transformer_model_plot.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/transformer_block_plot.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm#nilm-datasets
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/nilm-datasets.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm#model-training-and-results
herehttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/nilm_metric.py
common.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/common.py
window_generator.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/window_generator.py
train.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/train.py
modelshttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/models
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/cnn_results_baseline.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/transformer_results_baseline.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm#model-quantization
Post-training quantizationhttps://www.tensorflow.org/lite/performance/post_training_quantization
TensorFlow Lite converter APIhttps://www.tensorflow.org/lite/models/convert/
convert_keras_to_tflite.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/convert_keras_to_tflite.py
TensorFlow Lite's quantization debuggerhttps://www.tensorflow.org/lite/performance/quantization_debugger
TensorFlow Lite Model Benchmark Toolhttps://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark
XNNPACKhttps://github.com/google/XNNPACK
https://patch-diff.githubusercontent.com/goruck/nilm#cnn-model-results-and-discussion
TFLite Model Benchmark Toolhttps://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark
https://patch-diff.githubusercontent.com/goruck/nilm#model-profiling-on-x86-slowest-to-fastest
https://patch-diff.githubusercontent.com/goruck/nilm#model-profiling-on-aarch64-slowest-to-fastest
https://patch-diff.githubusercontent.com/goruck/nilm#quantization-efficacy
Inspecting Quantization Errors with Quantization Debuggerhttps://www.tensorflow.org/lite/performance/quantization_debugger
https://patch-diff.githubusercontent.com/goruck/nilm#model-memory-footprint
TFLite Model Benchmark Toolhttps://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark
Optimizing TensorFlow Lite Runtime Memoryhttps://blog.tensorflow.org/2020/10/optimizing-tensorflow-lite-runtime.html
https://patch-diff.githubusercontent.com/goruck/nilm#transformer-model-results-and-discussion
https://patch-diff.githubusercontent.com/goruck/nilm#model-profiling-on-x86-slowest-to-fastest-1
https://patch-diff.githubusercontent.com/goruck/nilm#model-profiling-on-aarch64-slowest-to-fastest-1
https://patch-diff.githubusercontent.com/goruck/nilm#quantization-efficacy-1
https://patch-diff.githubusercontent.com/goruck/nilm#model-memory-footprint-1
TFLite Model Benchmark Toolhttps://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark
https://patch-diff.githubusercontent.com/goruck/nilm#nilm-prototype-system-components
https://patch-diff.githubusercontent.com/goruck/nilm#analog-signal-conditioning
Panel to Arduino sectionhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/pan-ard-inf/README.md
https://patch-diff.githubusercontent.com/goruck/nilm#aggregate-metrics-computation
ard.inohttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ard/ard.ino
https://patch-diff.githubusercontent.com/goruck/nilm#disaggregated-energy-consumption-computation
infer.pyhttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/rpi/infer.py
fine_tunehttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/fine_tune.py
predicthttps://patch-diff.githubusercontent.com/goruck/nilm/blob/main/ml/predict.py
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/house-real-time-results-subplots.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/house-real-time-results.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/house-real-time-results-zoom.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm#amazon-alexa
https://patch-diff.githubusercontent.com/goruck/nilm#conclusion
https://patch-diff.githubusercontent.com/goruck/nilm#references
Energy Management Using Real-Time Non-Intrusive Load Monitoringhttps://towardsdatascience.com/energy-management-using-real-time-non-intrusive-load-monitoring-3c9b0b4c8291
https://patch-diff.githubusercontent.com/goruck/nilm#appendix
https://patch-diff.githubusercontent.com/goruck/nilm#photograph-of-prototype
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/early-prototype.png?raw=true
https://patch-diff.githubusercontent.com/goruck/nilm#analog-signal-conditioning-schematic
https://patch-diff.githubusercontent.com/goruck/nilm/blob/main/img/pan-ard-inf-v1.2.png?raw=true
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
nilm https://patch-diff.githubusercontent.com/topics/nilm
energy-disaggregation https://patch-diff.githubusercontent.com/topics/energy-disaggregation
edge-computing https://patch-diff.githubusercontent.com/topics/edge-computing
energy-management https://patch-diff.githubusercontent.com/topics/energy-management
tensorflow-lite https://patch-diff.githubusercontent.com/topics/tensorflow-lite
tensorflow2 https://patch-diff.githubusercontent.com/topics/tensorflow2
Readme https://patch-diff.githubusercontent.com/goruck/nilm#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/goruck/nilm#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/goruck/nilm
Activityhttps://patch-diff.githubusercontent.com/goruck/nilm/activity
89 starshttps://patch-diff.githubusercontent.com/goruck/nilm/stargazers
8 watchinghttps://patch-diff.githubusercontent.com/goruck/nilm/watchers
17 forkshttps://patch-diff.githubusercontent.com/goruck/nilm/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgoruck%2Fnilm&report=goruck+%28user%29
Releases 1https://patch-diff.githubusercontent.com/goruck/nilm/releases
Baseline transformer-based Keras model Latest Jul 15, 2023 https://patch-diff.githubusercontent.com/goruck/nilm/releases/tag/v1.0.0
Packages 0https://patch-diff.githubusercontent.com/users/goruck/packages?repo_name=nilm
Python 96.7% https://patch-diff.githubusercontent.com/goruck/nilm/search?l=python
C++ 2.9% https://patch-diff.githubusercontent.com/goruck/nilm/search?l=c%2B%2B
HTML 0.4% https://patch-diff.githubusercontent.com/goruck/nilm/search?l=html
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.