Gradient Python Packages

pictex

A Python library for efficient image generation using CSS Flexbox

jenn

Jacobian-Enhanced Neural Networks (JENN) are fully connected multi-layer perceptrons, whose training process was modified to account for gradient information. Specifically, the parameters are learned by minimizing the Least Squares Estimator (LSE), modified to minimize prediction error of both response values and partial derivatives.

colr

Easy terminal colors, with chainable methods.

fade

This is the first Python module allowing you to print gradient texts and banners.

hyperjet

Automatic differentiation with dual numbers

autoneuronet

AutoNeuroNet is a fully implemented automatic differentiation engine with custom matrices, a full neural network architecture, and a training pipeline. It comes with Python bindings via PyBind11, enabling quick, easy network development in Python, backed by C++ for enhanced speed and performance.

gradient-utils

Python utils and helpers library for Gradient

dankware

♦️ Python package with various features! (and rizz) ♦️

colorir

A python package for creation and management of color palettes.

img2texture

CLI for converting images to seamless tiles

hypergraph

Reversed mode second order automatic differentiation for python (WIP)

glacier-flow-model

Modeling glaciers on a digital elevation model (DEM) based on mass balance and a modified D8 flow algorithm applied to ice.

gradient-figlet

Prints beautiful gradient figlets to the terminal

ctkgradient

Create a gradient frame for customtkinter.

torchy-nn

Built from scratch neural network library using only NumPy

gradient-sdk

Python utils and helpers library for Gradient

torchcolor

Torchcolor is a lightweight Python package to enhance readability of printing and logging information into the terminal with Pytorch module coloring support.

gradient-generator

Generate random but beautiful gradients in a super simple way.

gradient-equilibrum

An implementation of an Gradient Algorithm that fines the equilibrium instead of the minimum or maximum

treeboost-autograd

Easy Custom Losses for Tree Boosters using Pytorch

torchtree-physher

Phylogenetic inference with pytorch and physher

recursive-sgd

Train a neural network - with recursion!

freegrad

PyTorch extension for alternative backward rules and gradient transforms (STE, gradient jamming, non-standard activations).

fade2

Add beautiful color gradients to your terminal text. 🌈