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100 Days of ML Coding
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...
Statsmodels: statistical modeling and econometrics in Python
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
CUDA Templates and Python DSLs for High-Performance Linear Algebra
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support
A Python native dynamical system simulation framework in the block diagram paradigm.
pyMOR - Model Order Reduction with Python
High performance computational platform in Python for the spectral Galerkin method
Zeline — an open-source agentic AI framework developed by Zerolinear.
A framework for high-performance domain decomposition methods.
Go's answer to pandas + scikit-learn: a batteries-included data analysis library with dataframes, statistics, machine learning, quant, and GPU acceleration. Run Python with seamless two-way variable sharing, or explore data straight from the Insyra CLI.
A Python library built on pandas and geopandas for linearly referenced data management, engineering, and analysis using the DataFrame accessor pattern (.lr).