Gradient

A package compatible with scikit-learn.

Polynomial approximations

ADAO: A module for Data Assimilation and Optimization

Method PROTES (PRobabilistic Optimizer with TEnsor Sampling) for derivative-free optimization of the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format

Official implementation of Conflict-free Inverse Gradients method

A wrapper of scipy minimize with automatic gradient and hessian computation.

Gradient Boosting and Probabilistic Regression with categorical structure

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

Automatic-Class-Balanced MSE Loss for PyTorch (ACB-MSE) to combat class imbalanced datasets and stabilise fluctuating loss gradients.

PyTorch optimizer based on nonlinear conjugate gradient method

A package for applying differential privacy to model training using gradient shuffling and membership inference attack detection.

Field and gradient calculations for magnetic coils

feature and feature interaction analyzer for gradient boosting

HCP version of Gradient Unwarping Package for Python/Numpy

A python package containing implementations of two widely used algorithms to minimise any function - Gradient Descent algorithm and the Normal Equation method.

Medical Deep Learning Framework.

Simple gradient-descent optimizer for PennyLane

Stochastic optimization routines for Theano

Gradient Boosted Trees for RL

X-ANFIS: An Extensible and Cross-Learning ANFIS Framework for Machine Learning Tasks

Python Sensitivity Analysis - Gradient DataFrames and Hex-Bin Plots

Magnetic Field Coil Generator for Python.

Streamlit component for color selection with support for solid colors and gradients

JAX implementation of Competitive Gradient Descent algorithms

NFNets, PyTorch

Advanced color manipulation library for gradients and conversions

A toolbox for using Constraint Guided Gradient Descent when training neural networks.

Medical Deep Learning Framework

Deep Neural Network inspection: view weights, gradients and activations

Light Propagation in Optical Fibers

Artificial Neural Network

Conjugate Gradient SENSE (CG-SENSE) MRI Reconstruction

A fast GPU-accelerated Gradient Boosted Decision Tree library with PyTorch + CUDA

Fast (and cheeky) differentially private gradient-based optimisation in PyTorch

A pytorch library that implements differentiable and learnable robot models, which allows users to learn parameters of analytical robot models, and/or propagate gradients through analytical robot computations such as forward kinematics.

GrafoRVFL: A Gradient-Free Optimization Framework for Boosting Random Vector Functional Link Network

MetaSklearn: A Metaheuristic-Powered Hyperparameter Optimization Framework for Scikit-Learn Models

Create color gradients based on list-like input data

Gradient Based Class Activation Maps for TensorFlow models.

Medical Deep Learning Framework

Generic conjugate gradient solver that works with your favorite backend

A library for Gradient-Adaptive Smoothing (GAS) trend analysis.

A python package for the Cyclic Gradient Boosting Machine algorithm

PulPy: Pulses in Python. A package for MRI RF and gradient pulse design.

A package for scattering covariance synthesis on datasets of Healpix maps, based on the HealpixML package.

A Python library for creating and applying full-color, linear, and circular gradients to text with easy color management.

Adaptive Momentum Gradient Descent for Regularized Poisson Regression

A Library of Linear and Logistic Regression with Genetic algorithm instead of Gradient Descent

A fast and memory-saving implementation of competitive gradient descent in PyTorch