Heartbeat

DECEMBER 14, 2023

He was born in 1960 and did his post-doc at the University of Toronto with Geoffrey Hinton. He was born in 1960 and did his post-doc at the University of Toronto with Geoffrey Hinton. agent_chain.run(input="Where did he go for his post-doc?") Yann LeCun did his post-doc at the University of Toronto with Geoffrey Hinton.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Explosion

NOVEMBER 4, 2021

CPU BLIS thinc-apple-ops Package power (Watt) Mac Mini (M1) 6,492 27,676 5 MacBook Air Core i5 2020 9,790 10,983 9 AMD Ryzen 5900X 22,568 n/a 52 Doc input for pipelines nlp and nlp.pipe accept Doc input, skipping the tokenizer if a Doc is provided instead of a string. New transformer package for Japanese spaCy v3.2

Natural Language Processing 52

Natural Language Processing Python 52

Heartbeat

DECEMBER 7, 2023

Result : The doc variable now holds a Document object that contains the structured data parsed from the PDF. type(doc) # llmsherpa.readers.layout_reader.Document Retrieving Chunks from the PDF The chunks method provides coherent pieces or segments of content from the parsed PDF. These blocks are finally returned as a Document object.

Deep Learning 52

Deep Learning Deep Learning ML ML 52

Flipboard

JULY 24, 2023

Researchers from many universities build open-source projects which contribute to the development of the Data Science domain. Quivr can store any dataset like images, text, code templates, presentations, docs, CSV and xlsx files, pdf documents, and even much more things. One of the open-source projects built by Stan Girar is Quivr.

Artificial Intelligence 83

Artificial Intelligence Artificial Intelligence Natural Language Processing Data Science 83

Ocean Protocol

OCTOBER 10, 2023

Example of simulated returns over a 24-day period Earn $ Predicting You’re a “predictoor” if you’re contributing predictions to Predictoor contracts. Resources Introductory blogpost: “ Meet Predictoor ” Docs: Predictoor Docs Webapp: Predictoor.ai To start running a Predictoor-informed trading bot, go to pdr-backend repo [2].

AI 59

AI AI 59

IBM Journey to AI blog

SEPTEMBER 29, 2023

1] The need to improve real-time decision-making is contributing to a growing demand for event-driven solutions and their ability to help businesses achieve continuous intelligence and situation awareness. An event-driven architecture focuses on the publication, capture, processing and storage of events.

Data Analysis 109

Data Analysis Data Analysis SQL Analytics 109

IBM Data Science in Practice

FEBRUARY 5, 2023

They can also use VS Code, PyCharm, JupyterLab, … on their desktops to contribute code to a project’s Git repo. Its Git-integration allows development and contribution of code from VS Code to Git-based projects in Cloud Pak for Data. Docs: Watson Studio Extension for VS Code [link] Cloud Pak for Data 4.6

Python 130

Python Clustering Data Scientist Data Science 130

Mlearning.ai

JUNE 8, 2023

Docs: Include project documentation, such as a README file outlining the project’s purpose, installation instructions, dependencies, and usage guidelines. Unit tests, integration tests, and validation tests contribute to the reliability and robustness of your project. Include a README file describing the contents of each result file.

Data Science 52

Data Science Clean Data AI AI 52

Heartbeat

APRIL 23, 2023

import spacy from spacy.matcher import Matcher # load the SpaCy model nlp = spacy.load("en_core_web_sm") # define the chatbot's dialogue flow def respond(message): doc = nlp(message) for token in doc: if token.pos_ == "VERB": return "I'm sorry, I don't understand."

Natural Language Processing 52

Natural Language Processing Machine Learning Machine Learning Deep Learning 52

Ocean Protocol

DECEMBER 6, 2023

This event provides a unique opportunity to contribute to the global data economy, with applications spanning healthcare, government, and more. Objectives: To encourage innovative applications in DeFi, AI, and environmental sectors, contributing to a new data economy.

Predictive Analytics 59

Predictive Analytics Data Science Hypothesis Testing Data Scientist 59

The MLOps Blog

JUNE 27, 2023

By utilizing SHAP values, one can evaluate each feature’s relative contribution, providing insights into the key factors that drive your model’s predictions. By quantifying the contributions of each feature to a prediction, SHAP values can help explain why a certain transaction was classified as fraudulent.

ML 52

ML ML Data Scientist Machine Learning 52

Explosion

OCTOBER 1, 2019

Better Dutch NER with 20 categories Our friends at NLP Town have been making some great contributions to spaCy’s Dutch support. Custom components often need lookup tables that are available to the Doc , Token or Span objects. The new dataset provides OntoNotes 5 annotations over the LaSSy corpus.

Algorithm 59

Algorithm Natural Language Processing Python Data Science 59

AssemblyAI

MARCH 15, 2023

This allows for better performance on audio with background noise, since it reduces the effect of the noise at particular timesteps to influence the higher level features, by mitigating the noise contribution within the attention steps. You can also try out our API directly for free.

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ODSC - Open Data Science

FEBRUARY 22, 2024

NVIDIA Launches, RTX, Personalized GPT Models With RTX, NVIDIA is allowing users to create their very own GPT LLM model based on their own files, such as docs and photos.

AI 52

AI AI Machine Learning Machine Learning 52

Mlearning.ai

JULY 15, 2023

You can quickly export or share a response via Google Docs or email. This improvement would enhance productivity and collaboration, allowing us to seamlessly contribute and work together more effectively.

Python 96

Python ML ML Artificial Intelligence 96

Flipboard

MAY 10, 2023

The update will, among other things, let people use AI to compose emails in the Gmail mobile app, create new Google Docs presentations with AI-generated images based on a few keywords, and text their friends on Android in Shakespearean-style prose spun up by AI.

AI 126

AI AI 126

Heartbeat

APRIL 17, 2023

startup for $5 billion" doc = nlp(text) Next, you can access the named entities in the text using the ents property of the doc object. If you’d like to contribute, head on over to our call for contributors. This property returns an iterator of Span objects, where each Span object represents a named entity in the text.

Natural Language Processing 52

Natural Language Processing Support Vector Machines Machine Learning Machine Learning 52

ODSC - Open Data Science

NOVEMBER 10, 2023

Also, if we collaborate with a team of colleagues on the same project, they should replicate the same installation processes to be able to contribute to our code. We can accelerate the tedious but essential task of documenting our code with the GitHub copilot /doc command.

Data Science 52

Data Science Python Data Scientist Data Visualization 52

Tableau

JANUARY 26, 2022

Nate Mayfield, vice president at Oracle and a contributing author of the Data Leadership Collaborative , says, "It’s my responsibility (and that of my other leaders) to ensure team members understand the impact their work has, which develops a sense of collective pride that we're all making a difference.". US47605621, MAY 2021.

Analytics 98

Analytics Analytics Tableau Data Scientist 98

Tableau

JANUARY 26, 2022

Nate Mayfield, vice president at Oracle and a contributing author of the Data Leadership Collaborative , says, "It’s my responsibility (and that of my other leaders) to ensure team members understand the impact their work has, which develops a sense of collective pride that we're all making a difference.". US47605621, MAY 2021.

Analytics 98

Analytics Analytics Tableau Data Scientist 98

Dataconomy

SEPTEMBER 12, 2023

While OpenAI is behind some of these plugins, a vibrant ecosystem of third-party developers contributes the majority, offering a diverse array of functions to cater to your specific needs. Prompt example: “Can you summarize the main points of the quarterly report with doc ID 5678?”

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AI AI Data Visualization Data Analysis 121

Heartbeat

FEBRUARY 9, 2023

Image from: [link] With SpaCy, you may use a pipeline to transform the raw text into the final Doc, and enabling you to add additional pipeline components to your NLP library and respond to user input. Doc: It is the most frequently used container object. Splitting text into tokens is the initial stage of text processing.

Natural Language Processing 52

Natural Language Processing Python Deep Learning Deep Learning 52

AssemblyAI

DECEMBER 6, 2023

That's why we contributed an integration with AssemblyAI to LlamaIndex.TS Store them in a VectorStoreIndex const index = await VectorStoreIndex.fromDocuments(docs); // Query the index const queryEngine = index.asQueryEngine(); const response = await queryEngine.query("What LLM framework am I using? Add LlamaIndex.TS

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ODSC - Open Data Science

APRIL 28, 2023

Raw text is fed into the Language object, which produces a Doc object. Docs are composed of Spans, which are made up of individual Tokens. Docs, Spans and Tokens all have attributes such as “vector” which correspond to the customized components. We’ll be mainly using the “.cats”

Deep Learning 98

Deep Learning Deep Learning Data Science Natural Language Processing 98

Mlearning.ai

APRIL 10, 2023

Installation To install and run the Cat is pretty straightforward and already explained in the doc. Moreover, I think the developers would be happy if you can contribute or give any feedback! input’ is the prompt I gave to the Cat. You just need to install docker , whose guide is here and docker-compose , whose guide is here.

AI 98

AI AI Python ML 98

AssemblyAI

AUGUST 15, 2023

That's why we contributed its own integration to LangChain.js " })]; const response = await chain.call({ input_documents: docs, question: "What is a runner's knee?", docs to learn how to use the additional document loaders provided by AssemblyAI. You can learn more about using the LeMUR API in the docs.

Python 52

Python 52

phData

JANUARY 23, 2024

It helps users understand the relative contribution of specific elements to the whole data. For example, in Finance , it helps evaluate the contribution of financial metrics, guiding resource allocation and budgeting. For example, sparse data or data with extreme outliers can be swayed heavily by a single contributing factor.

Analytics 52

Analytics Analytics Database 52

Heartbeat

JANUARY 24, 2023

The first cell will include Comet ML’s library call and an init method that would initialize the project: import comet_ml #Similar to the initialization of a study in Optuna comet_ml.init(project_name="xgboost") Running this will then ask you for an API key that you will copy from the user settings as highlighted in the docs.

ML 52

ML ML Algorithm Machine Learning 52

AWS Machine Learning Blog

FEBRUARY 29, 2024

He is also excited about the intersection of quantum information science and AI and enjoys learning and contributing to this space. In the Data source section, enter a name for your data source and the S3 URI where the dataset sits. Knowledge Bases supports the following file formats: Plain text (.txt) txt) Markdown (.md)

AWS 113

AWS Machine Learning Machine Learning ML 113

Heartbeat

MAY 9, 2023

labels_ = {} for index, key in enumerate(categories): labels_[key] = index Step 4: Convert to spaCy Data Format and Save to Disk We need to convert the text and tags to clean SpaCy Doc Objects. If you’d like to contribute, head on over to our call for contributors. small_train_dataset = ds["train"].shuffle(seed=34).take(5000)

Natural Language Processing 59

Natural Language Processing ML ML Machine Learning 59

Heartbeat

DECEMBER 1, 2023

What factors contribute to the slow pace of growth in all great things?'] as_retriever() docs = retriever.get_relevant_documents("What do the Stoics say of Socrates? as_retriever() docs = retriever.get_relevant_documents("What do the Stoics say of Socrates?") ', '2. ', '3.

Algorithm 52

Algorithm Database Deep Learning Deep Learning 52

Hacker News

MARCH 14, 2023

Big energy companies expect action whenever there is a move to end drilling leases for federal lands, in exchange for the tens of millions they contribute to congressional reelection campaigns. Information can be passed along those edges, like messages sent to a friend or campaign contributions made to a member.

AI 179

AI AI Machine Learning Machine Learning 179

Heartbeat

DECEMBER 15, 2023

It measures the effectiveness of a retrieval system in fetching relevant information or documents that contribute meaningfully to generating accurate and contextually appropriate answers to queries. If you’d like to contribute, head on over to our call for contributors. append(query) parsed_results['answer'].append(answer)

Database 52

Database Natural Language Processing AI AI 52

AWS Machine Learning Blog

MAY 23, 2023

We invite you to test the solution and contribute to the project on GitHub. Deploy the AWS CDK application The AWS CDK application will be deployed to the default Region based on your workstation configuration. You can now build your generative AI projects using pre-trained AI models in JumpStart. See the LICENSE file for more information.

AWS 91

AWS AI AI ML 91

Hacker News

SEPTEMBER 12, 2023

Instead, we built the doc that we originally envisioned. Art by Natalie Harney. If you’ve come here looking for a step-by-step guide to finding product-market fit, you’re going to be disappointed. No such guide exists. .’ And if we do that, we’re going to dig a hole deeper and deeper into this part of the product.’

Analytics 181

Analytics Analytics Data Analyst 181

Towards AI

JANUARY 11, 2024

– 01_raw – 02_intermediate – 03_primary – 04_feature – 05_model_input – 06_models – 07_model_output – 08_reporting docs: this is for documentation. Within a pipeline folder pipeline_name, two essential files are present: nodes.py: contains node functions contributing to data processing.

Deep Learning 103

Deep Learning Deep Learning Data Pipeline Machine Learning 103

Explosion

JULY 6, 2021

The new [training.annotating_components] config setting lets you specify pipeline components that should set annotations on the predicted docs during training. Thanks to Carlos Rodríguez Penagos and the Barcelona Supercomputing Center for their contributions for Catalan and to Kenneth Enevoldsen for Danish. ca_core_news_md Catalan 98.3

Python 52

Python Algorithm 52