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An article comparing Topological Data Analysis results with those from t-SNE and UMAP packages. It discusses advantages of TDA coupled with self-supervised learning and covers case studies in IoT, image analysis and text analysis, plus open-source libraries for starting with TDA.
MetaReview is a free, open-source online meta-analysis tool that combines PubMed literature search, AI screening and data extraction, effect-size calculation for OR/RR/HR/MD/SMD, forest and funnel plots, subgroup and sensitivity analysis, PRISMA flow diagrams and report export. It runs in the browser without R, Stata or RevMan. A comparison page states the tool is free.
pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. It is described as a data analysis and manipulation tool built on top of Python. Documentation, a user guide and an API reference are available.
Gemini Notebook supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
aimatchpro supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
citedbyai.info supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
Clip Retrieval supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
The Developer Report is a free, open analysis of open-source contributions in crypto, produced by Electric Capital as a public good. It analyzes over 100 million open source code commits to generate results and presents metrics such as total monthly active developers, developers by type and tenure, new developers by month, and new repositories by month. Anyone can contribute to its GitHub to improve data quality.
Exa supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
Google AI supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
HuggingFace supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
Inciteful supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
KNIME Analytics Platform is free and open source data analytics software with a visual workflow builder for creating data science solutions. The page lists access, blending and transformation of data from any source, visualization and analysis, and saving, sharing and reuse of workflows. It also describes integrating scripting in Python, R and JavaScript and deploying solutions in the enterprise.
NotebookLM supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
SciSpace supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
The sexiest job of 21st century supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
Undermind - AI-Powered Scientific Research Assistant supports AI-assisted research, knowledge retrieval, summarization, or source analysis.
AMBCrypto is a crypto media or research source for news, analysis, and blockchain market updates.
a16z crypto is a crypto media or research source for news, analysis, and blockchain market updates.
ALEXA is a collection of genomic methods for alternative expression analysis, identifying and quantifying alternative mRNA transcripts produced by alternative transcript initiation, splicing and polyadenylation. The site provides supplementary materials, source code and downloads for studies and the ALEXA-Seq method for alternative expression analysis by massively parallel RNA sequencing.
Assemble AI is a crypto media or research source for news, analysis, and blockchain market updates.
AudioAuditor is a free, open-source audio analysis and playback toolkit distributed as a Windows app with a cross-platform CLI. It detects fake lossless files, AI-generated audio, MQA, fake stereo and clipping, and offers spectral analysis, waveform and spectrogram comparison, loudness and dynamics measurement, CD rip verification and batch tools.
Audiolabs, formally the International Audio Laboratories Erlangen, is a joint research institution operated by Fraunhofer IIS and Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), founded in 2010. The organization conducts research in audio and multimedia technologies, with focus areas including audio coding, audio signal analysis, and perceptual spatial audio signal processing. It also hosts academic events including the International Symposium on the Internet of Sounds.
BeInCrypto is a crypto media or research source for news, analysis, and blockchain market updates.
