Gradient Open Source Projects

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Python Implementation of Reinforcement Learning: An Introduction

☠️ An elegant way to show users that something is happening and also prepare them to which contents they are awaiting

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Pytorch implementation of convolutional neural network visualization techniques

A collection of advanced CSS styles to create realistic-looking effects for the faces of Pokemon cards.

ChartView made in SwiftUI

Create fluid and interactive gradient animations with this small javascript library.

Deep Reinforcement Learning

A Python toolbox for performing gradient-free optimization

:art: Hue is the all-in-one coloring utility that you'll ever need.

🎨 Gradient animation effect like Instagram

Coolest Gradient Hues and Swatches

torch-optimizer -- collection of optimizers for Pytorch

Yet another extension to manipulate colors easily in Swift and SwiftUI

The author's officially unofficial PyTorch BigGAN implementation.

Automaticly generate your styled QR code in your web app.

Sequential model-based optimization with a `scipy.optimize` interface

On the Variance of the Adaptive Learning Rate and Beyond

180 linear gradients in CSS3, Figma, Sketch and PSD formats — free for personal and commercial use

Beautiful and customizable Android Activity that shows web pages within an app.

A fully customisable subclass of the native UIControl which allows you to create beautiful buttons without writing any line of code.

Reinforcement Learning in PyTorch

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

Longformer: The Long-Document Transformer

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

SAM: Sharpness-Aware Minimization (PyTorch)

Android UI 快速开发，专治原生控件各种不服

Natural Gradient Boosting for Probabilistic Prediction

Sexy fonts for the console

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

High-performance automatic differentiation of LLVM and MLIR.

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

⭕️ Ring progress view similar to Activity app on Apple Watch

21st century AD

🍏🍊🍅 Fast Average Color

For deep RL and the future of AI.

A lightweight React component that harnesses the power of CSS animations to create silky smooth marquees.

EPFL Course - Optimization for Machine Learning - CS-439

CSS gradient placeholders

Deformable Convolutional Networks v2 with Pytorch

A toolbox to iNNvestigate neural networks' predictions!

Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces

Numerical optimization in pure Rust

A circular progress view with gradients written in Swift

PrettyKit for iOS is a small set of new widgets and UIKit subclasses that gives you a deeper UIKit customization. You will be able to change their background color, add gradients, shadows, etc.

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

:rainbow: Beautiful color gradients in terminal output

A QR Code generator for React Native based on react-native-svg and node-qrcode.

Explainability for Vision Transformers

NumPy interface with mixed backend execution

Placeholder/ Skeleton of React Native

Procedural noise generation library for Rust.

Mastering Atari with Discrete World Models

A curated list of gradient boosting research papers with implementations.

Code for the paper "On First-Order Meta-Learning Algorithms"

Vibrante/minimal Jellyfin CSS using custom Icons and more!!, created for Jellyfin web :film_strip:, can be used by just one line.

Simple utility to change macOS Big Sur and Monterey menu bar color by appending a solid color or gradient rectangle to a wallpaper image