Flipboard

AUGUST 11, 2023

In the ever-evolving landscape of machine learning, ONNX (Open Neural Network Exchange) models have emerged as a pivotal technology, offering a standardized and flexible representation that spans a diverse range of hardware platforms and runtime environments.

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Data Science Dojo

MARCH 17, 2023

In today’s digital age, with a plethora of tools available at our fingertips, researchers can now collect and analyze data with greater ease and efficiency. These research tools not only save time but also provide more accurate and reliable results.

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Flipboard

FEBRUARY 7, 2023

The most popular deep learning libraries in Python for research and development are TensorFlow/Keras and PyTorch, due to their simplicity. The scikit-learn library, however, is the most popular library for general machine learning in Python.

Deep Learning 158

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Flipboard

APRIL 18, 2023

Natural Language Processing is one of the hottest areas of research. This article covers a list of the top 6 NLP Libraries that can save you time and effort. While NLP tasks may seem a bit complicated at first, they can be made easier by using the right tools.

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Natural Language Processing 177

Becoming Human

MARCH 12, 2024

Traditionally reliant on human expertise and manual research, the legal profession is at the cusp of a technological shift as Artificial Intelligence (AI) makes inroads. This transformative shift challenges traditional legal research and case analysis methods, which involved extensive manual sifting through legal precedents.

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Hacker News

MAY 19, 2024

Algorithm design is a vital skill developed in most undergraduate Computer Science (CS) programs, but few research studies focus on pedagogy related to algorithms coursework. We search for research that is both related to algorithm design and evaluated on undergraduate-level students. Only 17 papers report controlled trials.

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Hacker News

JULY 10, 2023

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IBM Journey to AI blog

APRIL 11, 2024

To foster innovation in fully homomorphic encryption (FHE), IBM® researchers have begun publishing challenges on the FHERMA platform for FHE challenges launched in late 2023 by the Fair Math and the OpenFHE community. Solutions to challenges must be written by using known cryptographic libraries such as openFHE.

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Data Science Dojo

MARCH 19, 2024

In this blog, we will explore Google’s recent development of specialized embedding tools that particularly focus on promoting research in the fields of dermatology and pathology. Researchers can use this tool to develop efficient ML models. The versatility of embedding tools has produced enhanced data analytics for its use cases.

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Data Science Dojo

APRIL 27, 2023

Trending GitHub Repositories Scikit-learn:  A Python library for machine learning built on top of NumPy, SciPy, and matplotlib. Link to the repository:  [link]   TensorFlow:  An open-source machine learning library developed by Google Brain Team. Seaborn:  A Python data visualization library based on matplotlib.

Data Science 195

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Towards AI

MAY 3, 2024

In recent years, with the advent of advanced machine learning techniques, Python libraries like PMDARIMA have gained popularity for their effectiveness in time series analysis and forecasting. From research to projects and ideas. Getting started with PMDARIMA is easy. Join thousands of data leaders on the AI newsletter.

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Towards AI

NOVEMBER 12, 2023

To overcome these issues, researchers introduced the XGBoost library on top of the gradient boosting algorithm to improve the speed and performance. From research to projects and ideas. Why… Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter.

Machine Learning 112

Machine Learning Machine Learning Algorithm AI 112

Hacker News

JUNE 7, 2023

In this paper, we present CodeTF, an open-source Transformer-based library for state-of-the-art Code LLMs and code intelligence. In this paper, we describe the design principles, the architecture, key modules and components, and compare with other related library tools.

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Dataconomy

JUNE 29, 2023

These libraries, with their rich functionalities and comprehensive toolsets, have become the backbone of data science and machine learning practices. Thanks to the power of Python and its extensive collection of libraries, modules, and frameworks, the area of machine learning has been revolutionized.

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Dataconomy

NOVEMBER 27, 2023

This includes blog posts, e-books, research papers, and more. Notably, it goes beyond mere content creation, ensuring adherence to SEO standards by incorporating meta-descriptions, keywords, and credible sources, elevating content quality while saving time on SEO research. Signing up or logging into your account.

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Dataconomy

FEBRUARY 21, 2024

Built upon the foundational research powering Google’s impressive Gemini models , Google Gemma AI is part of the company’s ongoing commitment to open-source AI development. This saves time and increases efficiency for students, researchers, and professionals alike. Think beyond simple search engine queries.

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Hacker News

JANUARY 26, 2023

By offering free access to millions of ‘paywalled’ research papers, Sci-Hub is often described as “The Pirate Bay of Science”. The site is used by researchers from all over the world to access papers they otherwise have a hard time accessing. For some, the site is essential to their work.

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Dataconomy

FEBRUARY 20, 2024

Researchers in China and the US have revealed a novel fingerprint hack named PrintListener capable of stealing your fingerprint data, not from photos or lifted prints, but from the faint sound your finger makes when swiping your smartphone screen. Researchers boast a worrisome success rate. How PrintListener works?

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Towards AI

JANUARY 24, 2024

If AI will take my job, it might as well start with literature reviews The current problem in scientific research We live in an era dominated by technology and AI, yet our access to scientific literature remains substantially unchanged in the last 50 years. However, the current research process is clunky and time-consuming.

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Towards AI

FEBRUARY 18, 2024

Whether you’re a researcher, developer, or data scientist, Xinference connects you with the latest AI models, unlocking more possibilities. First, install Xinference’s Python dependencies: pip install "xinference[all]" Since Xinference depends on many third-party libraries, the installation might take some time.

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Towards AI

JUNE 24, 2023

Pain-free dependency management is finally here Image by me with Midjourney Library A requires Python 3.6. Library B relies on Library A but needs Python 3.9, and Library C depends on Library B but requires the specific version of Library A that is compatible with Python 3.6. Welcome to dependency hell!

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Towards AI

AUGUST 19, 2023

Photo by Austrian National Library on Unsplash There has been a lot of enthusiasm in the last couple of months around using Large Language Models. Well, this is not surprising due to their ability to help tackle most of the use cases we would think of as unsolvable, and thanks to the vibrant research community for such great work.

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Data Science Dojo

AUGUST 8, 2023

Familiarize yourself with essential libraries like TensorFlow and PyTorch, which play a vital role in working with ChatGPT. Explore NLP libraries and frameworks Dive into popular NLP libraries and frameworks such as Natural Language Toolkit (NLTK), spaCy, and Transformers.

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Hacker News

NOVEMBER 15, 2023

Sometimes a case — like a malpractice suit or a labor dispute — requires special expertise, so judges send court clerks to a law library, looking for precedents and specific cases they can cite. But to deliver authoritative answers that cite sources, the model needs an assistant to do some research.

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ODSC - Open Data Science

MAY 13, 2024

Each week we release an interview with a leading expert, core contributor, experienced practitioner, or acclaimed instructor who is helping to shape the future of the AI industry through their work or research. Learn more about Arthur AI research-driven approach and their publication library here.

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KDnuggets

SEPTEMBER 9, 2019

Also: Python Libraries for Interpretable Machine Learning; TensorFlow vs PyTorch vs Keras for NLP; Advice on building a machine learning career and reading research papers by Prof. Andrew Ng; Object-oriented programming for data scientists: Build your ML estimator.

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Towards AI

FEBRUARY 6, 2024

Just recently, I figured out how to leverage GPT-4 to implement interactive data visualizations using the Python folium library and the Streamlit framework. Let me explain: Folium is a fantastic Python library that allows you to create beautiful maps. From research to projects and ideas. Why is this a big deal?

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Data Visualization Python AI AI 81

Towards AI

SEPTEMBER 3, 2023

Pandas has become the de-facto Python library when it comes to data processing and analysis due to its rich API and intuitive data structure. Langchain is a Python library that provides a standardized interface to interact with LLMs. From research to projects and ideas. This member-only story is on us. Image by author.

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KDnuggets

SEPTEMBER 11, 2019

How one person overcame rejections applying to Data Scientist positions by getting actual data on who is getting hired; Advice from Andrew Ng on building ML career and reading research papers; 10 Great Python resources for Data Scientists; Python Libraries for Interpretable ML,

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Towards AI

MAY 12, 2024

I already knew about the diagrams library in Python and was quite sure I could hack some code in a couple of hours and quickly publish my weekly LLM blog. From research to projects and ideas. As soon as I started writing code I realized it was too ambitious to create something like DiagramGPT in some hours. Published via Towards AI

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Towards AI

DECEMBER 31, 2023

cd mixtral-offloading && pip install -q -r requirements.txtclear_output() Now we will import rest of the libraries and also append the system path with mixtral-offloeading folder created by the git cloning statement above. From research to projects and ideas. export LIBRARY_PATH="/usr/local/cuda/lib64/stubs"!ldconfig

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Towards AI

FEBRUARY 18, 2024

How to Improve Your Model Training Time and to Prevent Overfitting Using EarlyStopping and Plot the Losses and Metrics Live While TrainingPhoto by Pierre Bamin on Unsplash Keras library has several callback functions that make your model training very efficient. This is another cool callback function in the Keras library.

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Towards AI

JANUARY 24, 2024

Particularly with interactive libraries like Plotly dash and Streamlit. Both of these maps can be created using the Python Plotly library. From research to projects and ideas. This includes prompting to generate interactive data visualizations, for example, choropleth and scatter geo (bubble) maps. And can I choose the year?

Data Visualization 95

Data Visualization Python AI AI 95

Towards AI

NOVEMBER 9, 2023

The tutorial begins by importing necessary libraries and loading the Fashion-MNIST dataset that will be used to train the GAN. From research to projects and ideas. By walking through the complete implementation, readers will gain a solid understanding of how GANs work behind the scenes. Published via Towards AI

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Python AI AI Data Science 107

Hacker News

JANUARY 27, 2023

This was a lot of manual research—no search engines in those days. He researched the relevant statutes, and case law that interpreted those statutes. And this was in the days before you could do any research online. He’s spending days in the law school library. I called my attorney to try out the idea on him.

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