Pinboard (arnicas)
https://pinboard.in/u:arnicas/public/
recent bookmarks from arnicasWhat I learned from looking at 900 most popular open source AI tools2024-03-15T08:12:23+00:00
https://huyenchip.com/2024/03/14/ai-oss.html
arnicasgithub ai mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:a3b50ad3d49d/[2402.18679] Data Interpreter: An LLM Agent For Data Science2024-03-14T08:01:03+00:00
https://arxiv.org/abs/2402.18679
arnicasllm ai ml datascience tools awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:d05698cb9e54/Questions & Answer(s): thoughts and joining Answer.AI | Benjamin Clavié2024-02-16T07:48:12+00:00
https://ben.clavie.eu/posts/answer/
arnicassearch rag articles mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:9f86024ebd9b/NNビジュアライザー2023-12-07T19:34:40+00:00
https://ks-nnvisualizer.netlify.app/
arnicasinfovis interactives ml aihttps://pinboard.in/https://pinboard.in/u:arnicas/b:f09ea867c56c/Machine-Learning-with-Python/Multi label text classification.ipynb at master · susanli2016/Machine-Learning-with-Python · GitHub2023-11-27T13:28:03+00:00
https://github.com/susanli2016/Machine-Learning-with-Python/blob/master/Multi%20label%20text%20classification.ipynb
arnicasml nlp classification sklearnhttps://pinboard.in/https://pinboard.in/u:arnicas/b:8dc6a50cd4da/GitHub - cleanlab/cleanlab: The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.2023-11-23T08:07:48+00:00
https://github.com/cleanlab/cleanlab/
arnicasdata tools cleaning mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:8f8e0550d9e4/AI translates 5,000-year-old cuneiform tablets instantly - Big Think2023-11-21T09:19:02+00:00
https://bigthink.com/the-future/ai-translates-cuneiform/
arnicasarchaeology ml awesome translationhttps://pinboard.in/https://pinboard.in/u:arnicas/b:7ee269d1f2a3/Why Experiment: Machine Learning at the Library of Congress | The Signal2023-11-14T16:10:38+00:00
https://blogs.loc.gov/thesignal/2023/11/why-experiment-machine-learning-at-the-library-of-congress/
arnicasml museums collectionshttps://pinboard.in/https://pinboard.in/u:arnicas/b:af7b6024b5be/Building Your First Kubeflow Pipeline: A Comprehensive Guide2023-10-17T08:24:03+00:00
https://huggingface.co/blog/turhancan97/building-your-first-kubeflow-pipeline
arnicaskubernetes ml articles tutorialshttps://pinboard.in/https://pinboard.in/u:arnicas/b:95f72d78453e/flower collections for sentiment2023-09-08T06:10:06+00:00
https://www.scitepress.org/papers/2018/65832/65832.pdf
arnicasml weird clustering folklore awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:6c14ce304094/Wes McKinney - The Road to Composable Data Systems: Thoughts on the Last 15 Years and the Future2023-09-02T07:47:22+00:00
https://wesmckinney.com/blog/looking-back-15-years/
arnicasbigdata ml articles arrow ibis pandashttps://pinboard.in/https://pinboard.in/u:arnicas/b:6565cb0d144c/What we don't talk about when we talk about building AI apps | ★❤✰ Vicki Boykis ★❤✰2023-08-30T07:12:37+00:00
https://vickiboykis.com/2023/07/18/what-we-dont-talk-about-when-we-talk-about-building-ai-apps/
arnicasdevelopment docker ml articles aihttps://pinboard.in/https://pinboard.in/u:arnicas/b:1070bc003ddc/Welcome | Machine Learning School2023-08-16T06:43:51+00:00
https://www.ml.school/c/welcome
arnicasml deployment tutorials courseshttps://pinboard.in/https://pinboard.in/u:arnicas/b:5594aed912b2/Meet Viola the Bird: a new experiment inspired by the cello2023-07-13T14:00:17+00:00
https://blog.google/outreach-initiatives/arts-culture/meet-viola-the-bird-a-new-experiment-inspired-by-the-cello/
arnicasAt the Google Arts & Culture Lab, we use emerging technologies to create accessible experiences that connect us to culture in new ways online. Our latest experiment, Viola the Bird, is the world's first “bird-tuoso” in string instruments and part of our long term work with performing arts partners around the world. Fittingly, it’s the next music-meets-tech installment from David Li, creator of the Blob Opera.Regardless of your musical ability, you can help Viola the Bird pla...]]>ai ml art google music generationhttps://pinboard.in/u:arnicas/b:b9f5e2a83e1f/GitHub - yuchenlin/LLM-Blender: [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ran2023-06-21T07:48:08+00:00
https://github.com/yuchenlin/LLM-Blender
arnicasnlp mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:93db3d3074cb/Complete List of Blogs by Aman Arora2023-06-20T07:43:07+00:00
https://nebula-cow-fb1.notion.site/Complete-List-of-Blogs-by-Aman-Arora-fe8df513483e4fc09d421a91cbffabf2
arnicasteaching tutorials ml aihttps://pinboard.in/https://pinboard.in/u:arnicas/b:4a9bd231b466/acids-ircam/creative_ml: Creative Machine Learning course and notebook tutorials in JAX, PyTorch and Numpy2023-05-30T10:18:10+00:00
https://github.com/acids-ircam/creative_ml
arnicasai creativity courses tutorials mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:8d011a899d5c/krumiaa/MindMaker: MindMaker UE4 Machine Learning Toolkit2023-05-10T10:01:48+00:00
https://github.com/krumiaa/MindMaker
arnicasunreal games ml toolshttps://pinboard.in/https://pinboard.in/u:arnicas/b:bf7e11960168/Class Imbalance Strategies — A Visual Guide with Code | by Travis Tang | Apr, 2023 | Towards Data Science2023-04-27T07:03:44+00:00
https://towardsdatascience.com/class-imbalance-strategies-a-visual-guide-with-code-8bc8fae71e1a
arnicasml data tipshttps://pinboard.in/https://pinboard.in/u:arnicas/b:da012ea654e0/TorchServe & Flask for Image Style Transfer | by Andrey Golovin | Apr, 2023 | Towards Data Science2023-04-23T07:12:37+00:00
https://towardsdatascience.com/torchserve-flask-for-image-style-transfer-113f73bd1d70
arnicasml production torch style flask tutorialshttps://pinboard.in/https://pinboard.in/u:arnicas/b:9524f8c1dfca/Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools – Google AI Blog2023-04-22T07:57:31+00:00
https://ai.googleblog.com/2023/04/visual-blocks-for-ml-accelerating.html?m=1
arnicasml visual programminghttps://pinboard.in/https://pinboard.in/u:arnicas/b:93c31e926865/GitHub - merveenoyan/my_notes: My small cheatsheets for data science, ML, computer science and more.2023-04-22T07:56:06+00:00
https://github.com/merveenoyan/my_notes
arnicasml tutorialshttps://pinboard.in/https://pinboard.in/u:arnicas/b:414301dc7df0/GitHub - visheratin/web-ai: Run modern deep learning models in the browser.2023-04-02T07:06:42+00:00
https://github.com/visheratin/web-ai
arnicaswasm ml web awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:16529d3b2121/GitHub - osanseviero/ml_timeline2023-04-01T06:41:21+00:00
https://github.com/osanseviero/ml_timeline
arnicasai ml referencehttps://pinboard.in/https://pinboard.in/u:arnicas/b:395c324bd555/GitHub - stas00/toolbox: Essential guides and programming tools in my toolbox (with focus on ML Training)2023-03-12T07:52:39+00:00
https://github.com/stas00/toolbox
arnicasml tools training tutorialshttps://pinboard.in/https://pinboard.in/u:arnicas/b:18b509a19073/Inference Endpoints - Hugging Face2023-02-28T06:32:33+00:00
https://huggingface.co/inference-endpoints
arnicasml productionhttps://pinboard.in/https://pinboard.in/u:arnicas/b:12bd154f29d3/MLOps Automation — CI/CD/CT for Machine Learning (ML) Pipelines | by YUNNA WEI | Feb, 2023 | Towards Data Science2023-02-27T08:45:23+00:00
https://towardsdatascience.com/mlops-automation-ci-cd-ct-for-machine-learning-ml-pipelines-5f7cc343e002
arnicasml datascience pipelines productionhttps://pinboard.in/https://pinboard.in/u:arnicas/b:c63f318fa421/MLU-Explain2023-02-02T08:41:48+00:00
https://mlu-explain.github.io/
arnicasteaching mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:3a4027f6b848/Serving ML Models with Apache Spark | by Pınar Ersoy | Towards Data Science2023-01-28T09:38:20+00:00
https://towardsdatascience.com/serving-ml-models-with-apache-spark-3adc278f7a78
arnicasspark ml productionhttps://pinboard.in/https://pinboard.in/u:arnicas/b:73e300832b6f/Welcome to Machine Learning and Deep Learning | Unit 12023-01-27T16:16:42+00:00
https://lightning.ai/pages/courses/deep-learning-fundamentals/unit-1/
arnicasai ml courseshttps://pinboard.in/https://pinboard.in/u:arnicas/b:0e85d6b2afa9/Scalable Serving with Kubernetes and Seldon Core: A tutorial | by Tin Nguyen | Jan, 2023 | Towards Data Science2023-01-21T11:06:35+00:00
https://towardsdatascience.com/scalable-serving-with-kubernetes-and-seldon-core-a-tutorial-37aec914c4d5
arnicaskubernetes ml productionhttps://pinboard.in/https://pinboard.in/u:arnicas/b:4f2825c306f7/[1809.04432] Addressing the Fundamental Tension of PCGML with Discriminative Learning2023-01-17T15:05:26+00:00
https://arxiv.org/abs/1809.04432
arnicasprocgen ml art generationhttps://pinboard.in/https://pinboard.in/u:arnicas/b:d41d7fc95c85/GitHub - dair-ai/ML-Papers-Explained: Explanation to key concepts in ML2023-01-15T08:18:22+00:00
https://github.com/dair-ai/ML-Papers-Explained
arnicasml reference teachinghttps://pinboard.in/https://pinboard.in/u:arnicas/b:f6d88720fa45/Embeddings to Bring Background Information | Relational Data Embeddings2023-01-11T08:02:29+00:00
https://soda-inria.github.io/ken_embeddings/
arnicasvectors knowledge wikipedia ml awesome datasetshttps://pinboard.in/https://pinboard.in/u:arnicas/b:446ef8a775aa/Self-serve feature platforms: architectures and APIs2023-01-10T08:39:10+00:00
https://huyenchip.com/2023/01/08/self-serve-feature-platforms.html
arnicasml toolshttps://pinboard.in/https://pinboard.in/u:arnicas/b:166b824ee80b/Build a Full-Stack ML Application With Pydantic And Prefect | by Khuyen Tran | Dec, 2022 | Towards Data Science2023-01-09T13:27:28+00:00
https://towardsdatascience.com/build-a-full-stack-ml-application-with-pydantic-and-prefect-915f00fe0c62
arnicasui ml apps toolshttps://pinboard.in/https://pinboard.in/u:arnicas/b:c077eb3620d5/Metaflow - a framework for real-life data science and ML2023-01-05T09:58:44+00:00
https://metaflow.org/
arnicasBuild and manage real-life data science and ML projects with Metaflow.]]>ml operations toolshttps://pinboard.in/u:arnicas/b:e64d73779dc5/Large-Scale Vehicle Classification – Pickled ML2023-01-02T08:00:07+00:00
https://blog.aqnichol.com/2022/12/31/large-scale-vehicle-classification/
arnicastutorials ml images classification awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:41d653e29571/Message from Monte Carlo2023-01-01T17:03:52+00:00
https://www.montecarlodata.com/blog-the-build-vs-buy-guide-for-your-modern-data-stack/
arnicasBuilding the data stack of your dreams? Nishith Agarwal, Head of Data at Lyra Health, discusses some initial considerations and shares a framework for answering the question: build or buy?]]>ml production companieshttps://pinboard.in/u:arnicas/b:43782e1ac767/GitHub - ilaria-manco/multimodal-ml-music: List of academic resources on Multimodal ML for Music2022-12-31T07:50:21+00:00
https://github.com/ilaria-manco/multimodal-ml-music
arnicasreference ml music awesome imageshttps://pinboard.in/https://pinboard.in/u:arnicas/b:e0cdf9765380/ML and non-ML Guides and Teardowns2022-12-31T07:09:47+00:00
https://applyingml.com/resources/
arnicasml awesome articleshttps://pinboard.in/https://pinboard.in/u:arnicas/b:f496cd2f1ecb/Training One Million Machine Learning Models in Record Time with Ray | Anyscale2022-12-19T07:51:41+00:00
https://www.anyscale.com/blog/training-one-million-machine-learning-models-in-record-time-with-ray
arnicasray ml traininghttps://pinboard.in/https://pinboard.in/u:arnicas/b:aa13c69e4924/Procedural Content Generation via Machine Learning | SpringerLink2022-12-17T07:49:18+00:00
https://link.springer.com/book/10.1007/978-3-031-16719-5?sap-outbound-id=ECBF726A3970FCEE907FB7512C6233BEDAD4C367
arnicasbooks ml procgen awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:06f121c989dc/How ML Breaks: A Decade of Outages for One Large ML Pipeline | USENIX2022-12-11T18:19:51+00:00
https://www.usenix.org/conference/opml20/presentation/papasian
arnicasml operations talkshttps://pinboard.in/u:arnicas/b:44490b51d571/Tutorial — SimpleML for Sheets documentation2022-12-08T07:08:10+00:00
https://simplemlforsheets.com/tutorial.html
arnicastensorflow ml excel googlehttps://pinboard.in/https://pinboard.in/u:arnicas/b:0b367336686a/Welcome to Zingg - Zingg2022-12-04T07:41:11+00:00
https://docs.zingg.ai/zingg/
arnicasdeduping duplicates tools mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:355413d18a2d/Who needs MLflow when you have SQLite?2022-12-02T16:38:30+00:00
https://ploomber.io/blog/experiment-tracking/
arnicasIntroducing a Machine Learning experiment tracker optimized for your happiness]]>ml experimentshttps://pinboard.in/u:arnicas/b:384268b09c2c/spaCy - Comet Docs2022-11-30T14:03:34+00:00
https://www.comet.com/docs/v2/integrations/third-party-tools/spaCy/
arnicasml spacy toolshttps://pinboard.in/https://pinboard.in/u:arnicas/b:796d05e242da/Kyle Gallatin – Medium2022-11-27T08:09:20+00:00
https://medium.com/@kylegallatin
arnicasRead writing from Kyle Gallatin on Medium. Software Engineer for ML Infra. Building scalable, operationalized machine learning services. I don’t represent my employer.]]>ml productionhttps://pinboard.in/u:arnicas/b:394704cee703/GitHub - google/learned_optimization2022-11-19T06:54:19+00:00
https://github.com/google/learned_optimization
arnicasml ai neuralnets training performancehttps://pinboard.in/https://pinboard.in/u:arnicas/b:cc99e48e718c/Serverless Machine Learning Applications with Hugging Face Gradio and AWS Lambda2022-11-16T06:57:44+00:00
https://www.philschmid.de/serverless-gradio
arnicastutorials ml awshttps://pinboard.in/https://pinboard.in/u:arnicas/b:cdd0a6763e15/GitHub - ageron/handson-ml3: A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.2022-10-27T06:56:53+00:00
https://github.com/ageron/handson-ml3
arnicasml courses awesome tensorflowhttps://pinboard.in/https://pinboard.in/u:arnicas/b:739c9607bb0a/Chris Albon2022-10-23T09:34:27+00:00
https://chrisalbon.com/
arnicastips programming datascience MLhttps://pinboard.in/u:arnicas/b:98db3ce68c4b/Aqueduct | Taking Data Science to Production2022-10-20T07:25:37+00:00
https://www.aqueducthq.com/?ref=producthunt
arnicaspipelines production ml datasciencehttps://pinboard.in/https://pinboard.in/u:arnicas/b:139ce9b47eca/Math for ML and Deep Learning2022-10-19T08:00:37+00:00
https://www.cis.upenn.edu/~jean/math-deep.pdf
arnicasmath ebooks mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:e0113fa298f4/Harvard CS197: AI Research Experiences2022-10-12T11:25:22+00:00
https://www.cs197.seas.harvard.edu/
arnicascourses ai mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:09fc9cbcfb8c/Hybrid Machine Learning: Marrying NLP and RegEx | ML6team2022-10-11T15:49:48+00:00
https://blog.ml6.eu/hybrid-machine-learning-marrying-nlp-and-regex-ffbe999765cc
arnicasregex ml ensembleshttps://pinboard.in/https://pinboard.in/u:arnicas/b:393ed1553054/jjeongin/creative-machine: A Machine Learning library for Processing2022-10-11T07:49:17+00:00
https://github.com/jjeongin/creative-machine
arnicasprocessing ML awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:2abcacaf41b0/GitHub - dstackai/dstack: A command-line utility to provision infrastructure for ML workflows2022-10-05T07:06:42+00:00
https://github.com/dstackai/dstack
arnicasml pipelines aws unixhttps://pinboard.in/https://pinboard.in/u:arnicas/b:2e5f5d607ad2/GitHub - Chryzanthemum/xgb2sql2022-10-04T09:37:58+00:00
https://github.com/Chryzanthemum/xgb2sql
arnicasml sql modelshttps://pinboard.in/https://pinboard.in/u:arnicas/b:dda3cf89cf65/Calmcode - scikit save: Onnx-Sklearn2022-10-03T08:33:02+00:00
https://calmcode.io/scikit-save/onnx-sklearn.html
arnicasonnx sklearn ml pipelineshttps://pinboard.in/https://pinboard.in/u:arnicas/b:1aef691110bc/[2209.09125] Operationalizing Machine Learning: An Interview Study2022-09-21T06:05:20+00:00
https://arxiv.org/abs/2209.09125
arnicasmlops ml operations researchhttps://pinboard.in/https://pinboard.in/u:arnicas/b:261a8bc062ce/Announcing bundle2022-09-16T15:03:49+00:00
https://www.tidyverse.org/blog/2022/09/bundle-0-1-0/
arnicasr ml productionhttps://pinboard.in/https://pinboard.in/u:arnicas/b:275b1c4c6411/Normconf: The Normcore Tech Conference2022-09-02T07:10:30+00:00
https://normconf.com/
arnicasml conferences awesomehttps://pinboard.in/https://pinboard.in/u:arnicas/b:f450e405e895/Custom Vertex AI Pipelines for Beginners [Part 1] | by Bildea Ana | Towards Data Science2022-08-21T09:00:16+00:00
https://towardsdatascience.com/how-to-set-up-custom-vertex-ai-pipelines-step-by-step-467487f81cad
arnicasvertex nlp production mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:7dd2321bf519/Machine-Learning-Books-With-Python/Chapter 01 and 02.ipynb at master · tdpetrou/Machine-Learning-Books-With-Python · GitHub2022-08-14T07:01:48+00:00
https://github.com/tdpetrou/Machine-Learning-Books-With-Python/blob/master/Introduction%20to%20Statistical%20Learning/Chapter%2001%20and%2002.ipynb
arnicasstats ebooks ml python tutorialshttps://pinboard.in/https://pinboard.in/u:arnicas/b:3e147670fa92/Machine Learning textbook2022-08-12T06:04:41+00:00
https://www.cs.cmu.edu/afs/cs.cmu.edu/user/mitchell/ftp/mlbook.html
arnicasbooks mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:c20081e73176/Introduction to streaming for data scientists2022-08-05T06:30:36+00:00
https://huyenchip.com/2022/08/03/stream-processing-for-data-scientists.html
arnicasdatascience operations mlhttps://pinboard.in/https://pinboard.in/u:arnicas/b:3ce4bbf60619/Probabilistic Machine Learning2022-08-02T14:07:40+00:00
https://probml.github.io/pml-book/book2.html
arnicasml ebooks bayesian courseshttps://pinboard.in/https://pinboard.in/u:arnicas/b:d91bc6a39132/isabelizimm/rstudioconf2022-mlops2022-08-01T13:06:15+00:00
https://github.com/isabelizimm/rstudioconf2022-mlops
arnicasoperations ML tutorialshttps://pinboard.in/https://pinboard.in/u:arnicas/b:5b262f172ce6/