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Search results for algorithms gradient
algorithms
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gradient
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48 search results found
Solid
⭐
518
🎯 A comprehensive gradient-free optimization framework written in Python
Chefboost
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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
Mth594_machinelearning
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306
The materials for the course MTH 594 Advanced data mining: theory and applications (Dmitry Efimov, American University of Sharjah)
Terrain Topology Algorithms
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298
Terrain topology algorithms in Unity
Fmin
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295
Unconstrained function minimization in Javascript
Stein Variational Gradient Descent
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261
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
Jstarcraft Ai
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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.
Spinning Up Basic
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164
Basic versions of agents from Spinning Up in Deep RL written in PyTorch
Boml
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124
Bilevel Optimization Library in Python for Multi-Task and Meta Learning
Clustering4ever
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109
C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
Shaman
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108
Machine Learning library for node.js
Natural Gradients
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81
Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)
Learningtolearn
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70
Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.
Machine Learning Portfolio
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67
Machine learning portfolio
Random Gradient
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65
Generate beautiful random gradients
Edge Based Template Matching
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53
Edge Based Template Matching
Rsopt
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51
Riemannian stochastic optimization algorithms: Version 1.0.3
Ranklib
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50
A library of learning to rank algorithms
Neural Net Optimization
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49
PyTorch implementations of recent optimization algorithms for deep learning.
Berkeleydeeprlcourse Homework Pytorch
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49
Assignments for CS294-112 Fall2018 in Pytorch
Torch_cg
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48
Preconditioned Conjugate Gradient in Pytorch
Rfho
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42
Gradient-based hyperparameter optimization package with TensorFlow
Ml Dl Implementation
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41
An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.
Pymlviz
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39
Interactive machine learning algorithm visualisation using Python Jupyter notebooks
Rl_algorithms
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35
I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really understanding them.
Reinforce_tutorial
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32
A small collection of code snippets and notes explaining the foundations of the REINFORCE algorithm.
Sg_mcmc
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31
Implementation of Stochastic Gradient MCMC algorithms
Tjungblut Online Ml
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30
Online Machine Learning Algorithms
Text Infilling Gradient Search
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30
Code for ACL2019 paper "TIGS: An Inference Algorithm for Text Infilling with Gradient Search"
Variance_reduced_neural_networks
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29
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
Gdlibrary
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27
Matlab library for gradient descent algorithms: Version 1.0.1
Torchingup
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25
TorchingUp provides minimal implementations of common Reinforcement Learning algorithms written in PyTorch. It is meant to complement OpenAI’s SpinningUp repository, which contains similar algorithms implemented in Tensorflow.
Optimizers.numpy
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23
Sgd Opt
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22
A comparasion among different variant of gradient descent algorithm
Depthinpainting
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21
Depth Image Inpainting with Low Gradient Regularization
Sparsegdlibrary
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21
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
Rlflow
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20
A TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms
Accbpg
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20
Accelerated Bregman Proximal Gradient Methods
D Psgd
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19
Algorithm: Decentralized Parallel Stochastic Gradient Descent
Imagehash
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18
Golang implementation of image hashing algorithms
Reproducibilityincontinuouspolicygradientmethods
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18
These are experiments for examining reproducibility in Policy Gradient RL algorithms in Continuous domains. Mainly using the Rllab implementation.
Gbml
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17
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
Simple Implementation Of Ml Algorithms
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17
My simplest implementations of common ML algorithms
Gradientboost.jl
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17
Gradient boosting framework for Julia.
L0 Smoothing
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16
Implementation of algorithm in the paper 'Image Smoothing via L0 Gradient Minimization"
Subsetselection.jl
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16
Fast Subset Selection algorithm for Statistics/Machine Learning
Hash Avatar
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16
🌈 Hash avatar algorithm
Ml_from_scratch
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16
Implementation of basic ML algorithms from scratch in python...
Policy Gradient Methods
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15
Modular PyTorch implementation of policy gradient methods
Ddpg
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15
Clean Python Implementation of the Deep Deterministic Policy Gradients Algorithm
Color Texture Shape
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15
This repo implements the algorithms to extract the color, texture, and shape features including color histogram, color correlogram, local binary pattern histogram, and histogram of oriented gradient.
Cgds Package
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12
Package for CGD and ACGD optimizers
Zerosr1
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12
Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm
Treeagent
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12
Decision tree ensembles as RL policies
Custom Optimizer On Keras
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11
Custom Optimizer on Keras
Machine Learning From Scratch
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11
Popular machine learning algorithms, including GBDT, SVM and NN, implemented with simple python code.
Optimization_algos
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11
basic implementation of a bunch of optimization algorithms
Computational Graph
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10
Efficiently performs automatic differentiation on arbitrary functions. Basically a rudimentary version of Tensorflow.
Deepreinforcementlearningpapers
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9
Rlin200lines
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9
PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines
Machine Learning From Scratch
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9
Easy implementations of ML algorithm in Python code from scratch
Reinforcementlearning
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9
Various python scripts for reinforcement learning algorithms.
Fast Nca
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9
Fast implementation of the Neighborhood Component Analysis algorithm
Jsalgos
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8
A collection of algorithms done in JavaScript with visual demos
Edge_detection
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8
An edge detection algorithm implemented in python and based on Section 24.2 of AIMA v3
D3 Gradient Descent
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8
D3.js | Visualization of the gradient descent algorithm for linear regression
Analytics_interviews
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8
Repository for all Interview questions that I received (as an interviewee) and asked (as an interviewer).
Graddescent
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8
MATLAB implementation of Gradient Descent algorithm for Multivariate Linear Regression
Sgd
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8
Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)
Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder
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7
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
Mango
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7
Multiprocessor Algorithms for Nonlinear Gradient-free Optimization
Pycsalgs
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7
Algorithms for compressed sensing in python
Machinelearning
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7
Deterministicpolicygradient.jl
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7
Reinforcement learning with Deterministic Policy Gradient methods
Reinforcement_learning
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7
Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.
Gradient Descent
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6
gradient-descent is a package that contains different gradient-based algorithms. The package purpose is to facilitate the user experience when using optimization algorithms.
Online Learning
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6
Python implementations of Machine Learning Algorithms for the Online Setting
Kgd
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6
A Python implementation of the KGD optimization algorithm and accompanying experiments.
Neural Networks
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6
core neural network learning implementation based on back propagation algorithm
Livewire
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6
Livewire algorithm for image segmentation
Geneticrnn
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6
A simple genetic training algorithm for recurrent neural networks
Gradient Descent Variants
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6
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
Simplemkl_python
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5
Python implementation of SimpleMKL algorithm for multi-kernel SVM learning
3d Vision
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5
Some 3D vision algorithms
Mepol
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5
Implementation of the MEPOL algorithm - A policy gradient method for task-agnostic exploration
Rtb Algorithms
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5
React Hash Avatar
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5
React hash avatar algorithm
Libpopt
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5
c++ numerical optimization library with persistent state
Image Smoothing Algorithm Based On Gradient Analysis
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5
Edge-preserving image smoothing algorithm
Ssc
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5
Sparse Subspace Clustering (for linear and affine spaces)
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