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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Toolkit for linearizing PDFs for LLM datasets/training
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
Statsmodels: statistical modeling and econometrics in Python
A Python native dynamical system simulation framework in the block diagram paradigm.
Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
Python library for multilinear algebra and tensor factorizations
pyMOR - Model Order Reduction with Python
High performance computational platform in Python for the spectral Galerkin method
An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC
Zeline — an open-source agentic AI framework developed by Zerolinear.
Interpretable bilinear attention network with domain adaptation improves drug-target prediction.
Solve nonlinear heterogeneous agent models
Small size matrix handling module with a few linear algebra operations specifically for MicroPython (Python3)
A Python library built on pandas and geopandas for linearly referenced data management, engineering, and analysis using the DataFrame accessor pattern (.lr).
Simple access to the g-force linear acceleration, gauss magnetic and dps angular rate sensors of the LSM9DS0 through I2C.
MicroPython Library for new MAX31856 (Precision Thermocouple to Digital Converter with Linearization) with 19-Bit Thermocouple Temperature Resolution. This chip provides a SPI digital interface for Thermocouple Types B, E, J, K, N, R, S or T.