Physicist Sara Imari Walker is using principles of physics to redefine the concept of life. She introduces Assembly Theory, which measures molecular complexity to distinguish living from non-living systems. This approach could help detect unfamiliar life forms on other planets and better understand life on Earth.
The article discusses an interactive machine learning tool that enables analysts to interrogate modern forecasting models for time series data, promoting human-machine teaming to improve model management in telecoms maintenance.
"We present a systematic review of some of the popular machine learning based email spam filtering approaches."
"Our review covers survey of the important concepts, attempts, efficiency, and the research trend in spam filtering."
"Our review covers survey of the important concepts, attempts, efficiency, and the research trend in spam filtering."
Learn how to use your Flipper Zero as a HID controller for your computer or phone. Control presentations, emulate a keyboard, control media players, and more.
Re-ranking is integral to retrieval pipelines, but implementation methods vary. We introduce rerankers, a Python library offering a unified interface for common re-ranking approaches.
The Turing Pi 2.5 is a mini-ITX motherboard designed for clusters of system-on-modules (SOMs), such as Raspberry Pi CM4, NVIDIA Jetson modules, or the company’s own RK1 SOM. It's an upgrade to the Turing Pi 2 with some key improvements, and a compatible mini-ITX case is also available.
Large language models (LLMs) are traditionally used online, but open-weights versions and smaller models are changing that, enabling researchers to run powerful AI tools locally for privacy, reproducibility, and cost-effectiveness.
The article provides examples of researchers using local models for various tasks, including:
- Summarizing scientific data and publications
- Generating training data for other models
- Transcribing and summarizing patient interviews
- Designing novel proteins
The article provides examples of researchers using local models for various tasks, including:
- Summarizing scientific data and publications
- Generating training data for other models
- Transcribing and summarizing patient interviews
- Designing novel proteins
Joshua Tree National Park is a popular destination, but local hiker Travis Puglisi shares his favorite less-crowded trails:
- Covington Flats: A long trail with diverse plant and animal life, geological formations, and historical remnants.
- Twin Tanks: A challenging, off-trail area with isolated rock formations, diverse flora, and fragile biological soil crusts.
- Mary Peak: A scramble with stunning views, featuring unique plant life like creosote bush.
- Covington Flats: A long trail with diverse plant and animal life, geological formations, and historical remnants.
- Twin Tanks: A challenging, off-trail area with isolated rock formations, diverse flora, and fragile biological soil crusts.
- Mary Peak: A scramble with stunning views, featuring unique plant life like creosote bush.
ASCVIT V1 aims to make data analysis easier by automating statistical calculations, visualizations, and interpretations.
Includes descriptive statistics, hypothesis tests, regression, time series analysis, clustering, and LLM-powered data interpretation.
- Accepts CSV or Excel files. Provides a data overview including summary statistics, variable types, and data points.
- Histograms, boxplots, pairplots, correlation matrices.
- t-tests, ANOVA, chi-square test.
- Linear, logistic, and multivariate regression.
- Time series analysis.
- k-means, hierarchical clustering, DBSCAN.
Integrates with an LLM (large language model) via Ollama for automated interpretation of statistical results.
Includes descriptive statistics, hypothesis tests, regression, time series analysis, clustering, and LLM-powered data interpretation.
- Accepts CSV or Excel files. Provides a data overview including summary statistics, variable types, and data points.
- Histograms, boxplots, pairplots, correlation matrices.
- t-tests, ANOVA, chi-square test.
- Linear, logistic, and multivariate regression.
- Time series analysis.
- k-means, hierarchical clustering, DBSCAN.
Integrates with an LLM (large language model) via Ollama for automated interpretation of statistical results.
Newly released recordings from President Richard Nixon’s Oval Office capture his views on marijuana, Black Power and the Vietnam War.
