Coding agents help developers plan, implement, review, test, and debug software. For independent capability comparisons, see SWE-bench and.
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TestDriver is an AI code reviewer that runs every pull request in a real desktop sandbox, finds bugs, and builds end-to-end UI tests. It adds tests back as a new pull request and runs unattended in CI. Pricing starts at $20 per seat per month on the ProCloud plan with 120 testing minutes included, plus $0.14 per testing minute.
Text Mining with R: A Tidy Approach is a website for a guide to text analysis within the tidy data framework, using the tidytext package and other tidy tools. It is written by Julia Silge and David Robinson and licensed under Creative Commons Attribution-NonCommercial-ShareAlike 3.0 United States License.
A WeCapable tool that converts English text into American Sign Language symbols. It is described as useful for teaching and learning ASL, and during sign language study sessions students can follow on-screen hand movements at their own pace.
Works with speech, voice, music or other audio using machine-learning models.
Works with speech, voice, music or other audio using machine-learning models.
Works with speech, voice, music or other audio using machine-learning models.
Works with speech, voice, music or other audio using machine-learning models.
Works with speech, voice, music or other audio using machine-learning models.
TextBlob is a Python library for processing textual data. It offers a simple API for natural language processing tasks including part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, and tokenization. The documentation lists features such as word and phrase frequencies, parsing n-grams, lemmatization, spelling correction, and WordNet integration. It builds on NLTK and pattern, and new models or languages can be added through extensions.
Textos is a non-English web resource for regional media, books, tools, communities, or learning.
TextRazor is a natural language processing API that extracts meaning from text. It performs entity extraction, disambiguation and linking, keyphrase extraction, and automatic topic tagging and classification across 19 languages. It classifies content to the IAB Content and IPTC Media Topic taxonomies and analyzes relations and typed dependencies. Official client SDKs exist in Python, Java and PHP, with a REST API for other languages.
Works with speech, voice, music or other audio using machine-learning models.
TGStat is a non-English web resource for regional media, books, tools, communities, or learning.
TH-SL is a non-English web resource for regional media, books, tools, communities, or learning.
Thai Dictionary is a non-English reading, font, dictionary, or language-learning resource.
The AI Risk Repository is an MIT AI Risk Initiative project that provides authoritative data and frameworks to identify, prioritize, and manage AI risks. Its tools include a risk navigator, a living repository of AI risks, an incidents database, and a mapping of global AI laws to risk domains.
An essay by Artur Piszek that describes the AIKEA Effect, analogous to the IKEA Effect, as applied to AI products. It argues that current models such as GPT-3.5, GPT-4 and LLAMA2 work well out of the box and advises against overengineering when working with LLMs. It outlines low-hanging AI use cases and the tendency of experienced engineers to build unnecessary complexity.
A GitHub Blog post by Nicole Choi, based on discussions with Alireza Goudarzi and Albert Ziegler, about the emerging architecture of LLM applications. It covers five steps to building an LLM app, including focusing on a single problem and choosing the right LLM, and notes that LLM outputs are probabilistic and not predictable.
the Book is a collaborative AI workspace built on company-specific context. It allows users to build and orchestrate AI agents directly alongside team projects, meetings, and connected third-party applications, enabling shared work between teams and AI agents.
The Boolean Game is a game for learning to use boolean operations in Adobe Illustrator, Sketch, Figma, and other vector editors. Its stages include union, subtract, intersect, and difference. Game settings cover sound, tutorial display, and animation speed.
The Borr Project offers a pre-college mathematics curriculum built from online materials, covering topics such as calculus, discrete mathematics, linear algebra and probability. Courses are chosen to match the 2015 CUPM Guide and be open for enrollment. The curriculum can be completed in about two years with roughly 18-22 hours per week, and students may work alone or in groups.
Creates, rewrites or summarizes written content with language models.
The Cancer Imaging Archive (TCIA) is a service that de-identifies and hosts a large archive of medical images of cancer accessible for public download. Many datasets are submitted by the user community. TCIA offers ways to browse, search, and download data, along with video tutorials, documentation, and a helpdesk.