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.
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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.