Defined.ai blog

FEBRUARY 20, 2023

We’ll discuss some of the available open-source GANs below, including TensorFlow GAN, Pix2pix, and CycleGAN , which are available on popular code hosting platforms such as GitHub. More detailed information can be found in this paper.

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ODSC - Open Data Science

FEBRUARY 15, 2024

The Future of the Single Source of Truth is an Open Data Lake Organizations that strive for high-performance data systems are increasingly turning towards the ELT (Extract, Load, Transform) model using an open data lake. To DIY you need to: host an API, build a UI, and run or rent a database. See them here!

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Towards AI

JULY 21, 2023

And with this meteoric rise of a new retail investor gambling on Wall Street’s hallowed grounds, no one, not even the institutional investor foresaw the events of the last weeks. FYI, I hacked it this week, so I’ll add “connected papers” to the repo cypher every week. ? ML papers. ?? So what happened? It currently covers 3.7K

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Heartbeat

MAY 3, 2023

A large document’s content can be rapidly understood using this tool and can also be used to summarize news stories or academic papers. We’ll use a well-liked toolkit called NLTK (Natural Language Toolkit), which offers a variety of tools for text processing and analysis. Install NLTK NLTK must be installed before we can begin.

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ODSC - Open Data Science

AUGUST 3, 2023

How to Compute Sentence Similarity Using BERT and Word2Vec The sent2vec is an open-source library. 6 Reasons Why In-Person Events are Still King for Lead Generation As you look to engage with your community, audience, and potential customers, here are a few reasons to consider going to in-person events for lead generation.

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ODSC - Open Data Science

FEBRUARY 6, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. You will also implement cutting-edge ideas of building these systems from the best research papers.

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Mlearning.ai

JANUARY 17, 2024

Different companies with resources began to compete with one another in researching and developing their foundation models, which were then packaged as open-source projects or paid subscriptions. Startups that developed paid products — the so-called ChatGPT wrappers — also became a common phenomenon.

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Towards AI

JULY 21, 2023

Will keep everyone updated as new events unfold regarding the AdapterHub. However, Salesforce Research has recently released a unidirectional language model called SimpleTOD, that attempts to solve all the sub-tasks in an end-to-end manner. Paper: [link] Where is it? The script works for the GLUE datasets.

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Towards AI

NOVEMBER 14, 2023

AI and Open Source in 2023 In 2023, AI research and industry focused on improving existing technologies like GPT and DALL-E rather than making radical innovations. Companies became more protective of their proprietary information, resulting in less public disclosure of research papers.

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Towards AI

FEBRUARY 13, 2023

Open AI has launched several integrations with Microsoft as well as details of its subscription plan for ChatGPT. Google has also announced the upcoming release of its new ChatGPT competitor called “Bard” which is built on its LaMDA model. OpenAI has launched a pilot subscription called ChatGPT Plus, to monetize its viral success.

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Hacker News

APRIL 20, 2024

Kahn, still the consummate academic, hadn’t thought he’d have to do much beyond putting his thoughts down on paper. “It I was pretty sure it would work,” Kahn says, “but it was a big event. He called it internetworking.” In July 1973, they decided it was time to commit their ideas to paper. “I

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Dataconomy

JANUARY 9, 2024

This year’s event is showcasing some of the most significant advancements in technology, from smart home devices to revolutionary computing solutions. CES 2024 : Everything we expect from the event AMD CES 2024 AMD made a significant announcement with the debut of its new Ryzen 8000G processors for desktops.

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Snorkel AI

MARCH 1, 2023

This approach greatly enhances their domain- or task-specific performance, and could open new worlds of capabilities for organizations spanning many industries. The open-source model, the first to be trained using only a plain-text corpus, quickly became an essential tool for natural language processing researchers.

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Heartbeat

JUNE 6, 2023

We will use the Cora dataset , which consists of academic papers and their classification labels. Each paper is represented as a bag of words, where each word is a feature, and its value is the frequency of occurrence in the paper. cora.cites contains the citation links between the papers. Download the Cora dataset here.

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Towards AI

FEBRUARY 15, 2023

What people call “Generative AI” is increasingly looking to be the next major platform for founders and startups to use to build new products. This forms an introduction to the comprehensive open-source Learn Prompting course that we have contributed to. The barriers to entry to starting a business have now been reduced.

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Hacker News

APRIL 13, 2023

We have published an open-source library called Auditable Key Directory (AKD). To do so, we’re building on key transparency by developing a new Auditable Key Directory (AKD) , which is based on an open-sourced library. First off, the AKD, with all of its proof generation and verification logic, is open-source code.

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ODSC - Open Data Science

FEBRUARY 15, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. It can be valuable for fine-tuning LLMs to improve their overall capabilities.

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AWS Machine Learning Blog

OCTOBER 4, 2023

Within SageMaker is Amazon SageMaker Studio , an integrated development environment (IDE) purpose-built for collaborative ML workflows, which, in turn, contain a wide variety of quickstart solutions and pre-trained ML models in an integrated hub called SageMaker JumpStart. This will open the model card for the Falcon 7B Instruct BF16 model.

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Hacker News

FEBRUARY 2, 2023

I programmed in assembler, with my programs on paper tape. So I called the program SPART, for “Stephen’s Particle Program”. And between that summer and early 1974 I wrote a book-length summary of what I called “ The Physics of Subatomic Particles ”: I don’t think I’d looked at this in any detail in 48 years.

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Dragan Djuric

JUNE 28, 2022

info ] ] ' [ uncomplicate.clojure-sound [ core :refer :all ] [ midi :refer :all ] ] ) The sequence and the sequencer As we did before, we use the music score of Scott Joplin's Maple Leaf Rag, encoded as a series of music events (mostly notes to play) encoded in a midi file. The score is only a writing on the paper. synth ) ( load!

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Flipboard

JULY 31, 2023

Many call this software 2.0. These models can then look at a new image and predict where the objects are and what they are called. You could train a model to recognize and translate ancient Egyptian hieroglyphics, potentially opening up new avenues in studying and understanding ancient Egyptian culture and language.

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Heartbeat

JULY 24, 2023

This article is inspired by the paper “Brainchop: In-browser MRI volumetric segmentation and rendering” by Mohamed Masoud et al. I will also be dealing with a custom dataset of abdomen MRI scans that follows the same principles as has been followed in the paper and walk you through a step-by-step guide to how it can be implemented.

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Mlearning.ai

FEBRUARY 24, 2024

The Act is a paper of more than one hundred pages with a very detailed regulation of AI and is intended to be a central pillar of a framework for the regulation of everything digital in the EU through its newly created institutions. placing on the market”); however, there are also a few regulations here that also cover open source.

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Google Research AI blog

NOVEMBER 30, 2022

The trick is to use a correspondence called AdS/CFT , which establishes an equivalence between a theory that describes gravity and spacetime (and wormholes) in a fictional world with a special geometry (AdS) to a quantum theory that does not contain gravity at all ( CFT ). This limit is known as the Bekenstein-Hawking bound.

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Towards AI

JANUARY 24, 2023

After the success of our new livestream Events format in our 36,000-member Learn AI Together Discord community, we are very excited to announce our new open platform for AI video and audio content contributors. Within the first week of 2023, researchers have created a new system for audio data called VALL-E.

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IBM Journey to AI blog

SEPTEMBER 11, 2023

Codd published his famous paper “ A Relational Model of Data for Large Shared Data Banks.” ” His paper and research went on to inspire Donald D. watsonx.data integration At Think, IBM announced watsonx.data as a new open, hybrid and governed data store optimized for all data, analytics, and AI workloads.

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Snorkel AI

APRIL 18, 2023

And instead of using those pictures, I just went to DALLE mini from Hugging Face (this is called craiyon now) and said, “Okay, climate change, global warming.” They didn’t go and look into the scientific literature, because it’s a lot of papers to look at. And the class imbalance opens up several other problems.

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Snorkel AI

APRIL 18, 2023

And instead of using those pictures, I just went to DALLE mini from Hugging Face (this is called craiyon now) and said, “Okay, climate change, global warming.” They didn’t go and look into the scientific literature, because it’s a lot of papers to look at. And the class imbalance opens up several other problems.

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ODSC - Open Data Science

SEPTEMBER 28, 2023

Microsoft and MIT Researchers Hope to Reduce AI Hallucinations with DoLa In a paper from a group of researchers from MIT and Microsoft, a new approach called DoLa may reduce instances of AI hallucinations. This all leads to the more pythonic way to orchestrate code: Prefect. Save over $600 for the first time ever! The sale ends today!

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Snorkel AI

MAY 3, 2023

This is called the open-world setting, in contrast to classic closed-world machine learning. For example in our recent paper, we took this image from the MS COCO dataset and ran through the self-driving car model that was just trained on BDD. Let’s call this S for detection.

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Snorkel AI

MAY 3, 2023

This is called the open-world setting, in contrast to classic closed-world machine learning. For example in our recent paper, we took this image from the MS COCO dataset and ran through the self-driving car model that was just trained on BDD. Let’s call this S for detection.

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Mlearning.ai

DECEMBER 21, 2023

The latest GPT4 model by OpenAI has knowledge only till April 2023 and any event that happened post that date, the information is not available to the model. The official paper —  [link] The ‘Global Vectors’ model is so termed because it captures statistics directly at a global level. LLMs are trained on massive amount of data.

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AWS Machine Learning Blog

MAY 19, 2023

In our previous blogpost Enable the Visually Impaired to Hear Documents using Amazon Textract and Amazon Polly , we showed you our Text to Speech application called “Read for Me”. The third Lambda function called extract_text handles text-to-speech utilizing Amazon Textract, and Amazon Comprehend. I recognize one person: Kanbo.

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O'Reilly Media

JANUARY 17, 2023

Predictable: The scikit-learn classifiers share a similar interface, so you can invoke the same train() call on each one while passing in the same training dataset. Yes, this calls for a for() loop. This person is comfortable talking to databases to pull data, then calling Pandas to transform it. And it made sense.

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Shreyansh Singh

DECEMBER 26, 2021

Important - The technical details shared in this post are based on the paper which was published by Google in 2019. Checkout may annotated version of the paper here. You can read more about it in this paper. Users typically expect a visible keyboard response within 20 milliseconds of an input event. Subscribe to my posts!

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IBM Journey to AI blog

FEBRUARY 9, 2024

2023 saw an explosion of increasingly efficient foundation models with open licenses, beginning with the launch of Meta’s LlaMa family of large language models (LLMs) and followed by the likes of StableLM, Falcon, Mistral, and Llama 2. DeepFloyd and Stable Diffusion have achieved relative parity with leading proprietary models.

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Mlearning.ai

JANUARY 26, 2023

We have invited some of the key developers of modern Data Cubes to the open discussion forum entitled “Present and Future of Data Cubes” at the EuroGEO workshop 2022 in Athens. Users interested in developing applications on top of the data especially require that the data is analysis-ready. What does “analysis-ready” mean exactly?

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