Awesome Open Source

Programming Languages

Search results for machine learning gradient

machine-learning x

128 search results found

Xgboost ⭐ 25,253

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

Catboost ⭐ 7,564

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.

Scikit Optimize ⭐ 2,700

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

Ngboost ⭐ 1,543

Natural Gradient Boosting for Probabilistic Prediction

Grenade ⭐ 1,430

Deep Learning in Haskell

Zygote.jl ⭐ 1,415

21st century AD

Enzyme ⭐ 1,142

High-performance automatic differentiation of LLVM and MLIR.

Gradient Free Optimizers ⭐ 1,072

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

Keract ⭐ 1,030

Layers Outputs and Gradients in Keras. Made easy.

Tf Explain ⭐ 934

Interpretability Methods for tf.keras models with Tensorflow 2.x

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

Dreamerv2 ⭐ 700

Mastering Atari with Discrete World Models

Ensmallen ⭐ 675

A header-only C++ library for numerical optimization --

Cranium ⭐ 566

🤖 A portable, header-only, artificial neural network library written in C99

🎯 A comprehensive gradient-free optimization framework written in Python

Hyperband ⭐ 515

Tuning hyperparams fast with Hyperband

Chefboost ⭐ 428

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

Gbdt_simple_tutorial ⭐ 371

python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision

Differentiable Plasticity ⭐ 358

Implementations of the algorithms described in Differentiable plasticity: training plastic networks with gradient descent, a research paper from Uber AI Labs.

Flutter_programs ⭐ 347

Experiments with Mobile

Tensorflow Resources ⭐ 327

Curated Tensorflow code resources to help you get started with Deep Learning.

Ai Simplest Network ⭐ 317

The simplest form of an artificial neural network explained and demonstrated.

Organization Overview ⭐ 310

👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

Tgboost ⭐ 294

Tiny Gradient Boosting Tree

Pytorch Es ⭐ 293

Evolution Strategies in PyTorch

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Jstarcraft Ai ⭐ 201

目标是提供一个完整的Java机器学习(Machine Learning/ML)框架,作为人工智能在学术界与工业界的桥梁. 让相关领域的研发人员能够在各种软硬件环境/数据结构/算法/模型之间无缝切换. 涵盖了从数据处理到模型的训练与评估各个环节,支持硬件加速和并行计算,是最快最全的Java机器学习库.

Code for the paper "Evolved Policy Gradients"

Machine Learning ⭐ 195

Notes for machine learning

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Infiniteboost ⭐ 177

InfiniteBoost: building infinite ensembles with gradient descent

Ml Course ⭐ 168

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Autograd.jl ⭐ 160

Julia port of the Python autograd package.

Mariana ⭐ 151

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

Deep Viz Keras ⭐ 144

Implementations of some popular Saliency Maps in Keras

Adatune ⭐ 144

Gradient based Hyperparameter Tuning library in PyTorch

Path_explain ⭐ 134

A repository for explaining feature attributions and feature interactions in deep neural networks.

Msg Gan V1 ⭐ 130

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

Guildsman ⭐ 125

TensorFlow library for Clojure

Gradient Origin Networks - a new type of generative model that is able to quickly learn a latent representation without an encoder

Fast_adversarial ⭐ 118

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

Federatedandroidtrainer ⭐ 117

See new version https://github.com/mccorby/PhotoLabeller

Optimizer Visualization ⭐ 101

Visualize Tensorflow's optimizers.

Shapegf ⭐ 101

Learning Gradient Fields for Shape Generation

Grad Cam ⭐ 77

🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

Attributionpriors ⭐ 75

Tools for training explainable models using attribution priors.

Exprgrad ⭐ 70

An experimental deep learning framework for Nim based on a differentiable array programming language

Physical Gradient Descent ⭐ 69

Code for https://fosterelli.co/executing-gradient-descent-o

Linear Regression Gradient Descent ⭐ 66

⭐️ Linear Regression with Gradient Descent in JavaScript (Unvectorized, Visualized)

Detecting Road Features ⭐ 63

Detecting Road Features: identifying lane and vehicles boundaries in a video.

Arboretum ⭐ 63

Gradient Boosting powered by GPU(NVIDIA CUDA)

Agtboost ⭐ 62

Adaptive and automatic gradient boosting computations.

Gradient Cli ⭐ 62

The command line interface for Gradient - https://gradient.paperspace.com

Jlboost.jl ⭐ 61

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

Federated Xgboost ⭐ 60

Federated gradient boosted decision tree learning

Micaopen ⭐ 58

Open Scripts and pipelines from the Multimodal Imaging and Connectome Analysis Lab at the Montreal Neurological Institute

Riemannian stochastic optimization algorithms: Version 1.0.3

Network Distributed Algorithm ⭐ 48

Experiments for distributed optimization algorithms

Go Scoring API for PMML

Ai Projects ⭐ 45

AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）

Machine_learning_course ⭐ 44

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Convnetswift ⭐ 43

Swift port of ConvnetJS. [Work in progress]

Influence_boosting ⭐ 43

Supporting code for the paper "Finding Influential Training Samples for Gradient Boosted Decision Trees"

Unitytensorflowkeras ⭐ 43

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

Spaceopt ⭐ 42

Hyperparameter optimization via gradient boosting regression

Deep-Learning framework from scratch

Mathematics For Machine Learning And Data Science Specialization Coursera ⭐ 42

Mathematics for Machine Learning and Data Science Specialization - Coursera - deeplearning.ai - solutions and notes

Ml Dl Implementation ⭐ 41

An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.

Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

Advis.js ⭐ 39

[Tensorflow.js] AdVis: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.

Interactive machine learning algorithm visualisation using Python Jupyter notebooks

Conditional Seqgan Tensorflow ⭐ 39

Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow

Mldeltalearning ⭐ 36

Machine Learning in Ruby implemented Delta Learning method.

A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.

Simple Linear Regression Notebook ⭐ 35

Simple demo of linear regression built with numpy in a jupyter notebook.

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

Linear Regression ⭐ 33

Linear regression implemented in Ruby.

Awesome Machine Learning Robotics ⭐ 32

A curated list of resources about Machine Learning for Robotics

Invariant Risk Minimization ⭐ 32

Implementation of Invariant Risk Minimization https://arxiv.org/abs/1907.02893

Boostsrl ⭐ 31

BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.

Keras_gradient_noise ⭐ 29

Add gradient noise to any Keras optimizer

Adfem.jl ⭐ 28

Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling

Ensemble Methods Notebooks ⭐ 28

A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2023)

Swift Tensor Extensions for Machine-learning

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Decision Trees For Ml ⭐ 27

Building Decision Trees From Scratch In Python

Machine Learning Regression ⭐ 25

Built house price prediction model using linear regression and k nearest neighbors and used machine learning techniques like ridge, lasso, and gradient descent for optimization in Python

Deep_dream ⭐ 25

DeepDream psychodelic image generator.

Tf2 Gradient Checkpointing ⭐ 25

Simple gradient checkpointing for eager mode execution

Learning to Learn: Gradient-free Optimization framework

Stackgbm ⭐ 24

🌳 Stacked Gradient Boosting Machines

Linearregression ⭐ 24

An implementation of Linear Regression from scratch in python 📈

Newbie_neural_network_practice ⭐ 21

适合新手学习的神经网络实践教程+代码。a awesome neural network practice project for newbie.我的CSDN博客：

Sparsegdlibrary ⭐ 21

MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3

Deeppreconditioning ⭐ 19

Design preconditioners with a CNN to accelerate the conjugate gradient method.

Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

Simple Implementation Of Ml Algorithms ⭐ 17

My simplest implementations of common ML algorithms

Related Searches

Python Machine Learning (14,099)

Jupyter Notebook Machine Learning (12,247)

Machine Learning Neural Network (4,397)

Machine Learning Tensorflow (4,050)

Machine Learning Natural Language Processing (3,891)

Machine Learning Artificial Intelligence (3,877)

Machine Learning Data Science (3,802)

Machine Learning Pytorch (2,910)

Machine Learning Dataset (2,298)

Machine Learning Computer Vision (1,966)

1-100 of 128 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.