SaaS Metrics
Foundational ML Applications
Linear Regression
AI Synthesis & Market Narrative
Foundational machine learning techniques like linear regression are being implemented from scratch and integrated into statistical software for time series analysis and forecasting. These methods are applied across diverse fields, from environmental monitoring to neuroscience research.
Correlated Linguistic Patterns
["Linear Regression from scratch"
"EDA in time series"
"NOx emission forecasting"
"statistical modelling"
"greybox package"]
Driving Media Context
Restoring cortical disinhibition improves Huntington’s disease phenotypes
In a mouse model of Huntington’s disease, targeted modulation of neuronal activity restores network function and improves motor deficits.
bizhani-linreg 1.0.0
Linear Regression from scratch — no ML libraries required.
bizhani-linreg 1.0.0.1
Linear Regression from scratch — no ML libraries required.
stick function for the EDA in time series
You have probably seen my post about the STI classification of Hans Levenbach (this one). Well, I’ve decided to implement it, and it has landed in the greybo...
Vehicle-level multi-strategy benchmarking of NOx emission forecasting using integrated onboard and meteorological data
Scientific Reports - Vehicle-level multi-strategy benchmarking of NOx emission forecasting using integrated onboard and meteorological data
Prediction of physicochemical properties of organic compounds using degree-based topological indices and machine learning models
Scientific Reports - Prediction of physicochemical properties of organic compounds using degree-based topological indices and machine learning models
Linking microarchitectural deterioration to altered tissue-level mechanical environments in ovariectomized mouse femora
Scientific Reports - Linking microarchitectural deterioration to altered tissue-level mechanical environments in ovariectomized mouse femora
Mapping the neuronal building blocks of human language with language models
Wide-scale recordings reveal neurons in the human brain that encode fundamental components of language such as the grammatical relationships between words, t...
Evaluating pXRF accuracy for predicting soil fertility: effects of moisture and soil properties
Scientific Reports - Evaluating pXRF accuracy for predicting soil fertility: effects of moisture and soil properties
Regression based hybrid machine learning model performance evaluation on air quality index prediction in Kolkata
Scientific Reports - Regression based hybrid machine learning model performance evaluation on air quality index prediction in Kolkata