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The Top 243 Optimizer Open Source Projects on Github
Categories
>
Media
>
Optimizer
Soar
⭐
7,474
SQL Optimizer And Rewriter
Stacer
⭐
7,308
Linux System Optimizer and Monitoring - https://oguzhaninan.github.io/Stacer-Web
Annotated_deep_learning_paper_implementations
⭐
5,514
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Booster
⭐
3,719
🚀Optimizer for mobile applications
Radam
⭐
2,393
On the Variance of the Adaptive Learning Rate and Beyond
Pytorch Optimizer
⭐
2,223
torch-optimizer -- collection of optimizers for Pytorch
Image Optimizer
⭐
2,106
Easily optimize images using PHP
React Lite
⭐
1,697
An implementation of React v15.x that optimizes for small script size
Glsl Optimizer
⭐
1,375
GLSL optimizer based on Mesa's GLSL compiler. Used in Unity for mobile shader optimization.
Giflossy
⭐
940
Merged into Gifsicle!
Vtil Core
⭐
870
Virtual-machine Translation Intermediate Language
Axon
⭐
847
Nx-powered Neural Networks
Sam
⭐
720
SAM: Sharpness-Aware Minimization (PyTorch)
Leanify
⭐
702
lightweight lossless file minifier/optimizer
Heimer
⭐
563
Heimer is a simple cross-platform mind map, diagram, and note-taking tool written in Qt.
Scour
⭐
486
Scour - An SVG Optimizer / Cleaner
Opytimizer
⭐
467
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
Gradient Centralization
⭐
355
A New Optimization Technique for Deep Neural Networks
Adamp
⭐
342
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
Keras Radam
⭐
328
RAdam implemented in Keras & TensorFlow
Lookahead.pytorch
⭐
257
lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch
Genshin Optimizer
⭐
226
An Artifact optimizer for Genshin Impact.
Draftfast
⭐
199
A tool to automate and optimize DraftKings and FanDuel lineup construction.
Keras Adamw
⭐
158
Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers
Adahessian
⭐
134
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
Image Optimize Command
⭐
131
Easily optimize images using WP CLI
Nn_dataflow
⭐
123
Explore the energy-efficient dataflow scheduling for neural networks.
Keras Adabound
⭐
123
Keras implementation of AdaBound
Lookahead_pytorch
⭐
122
pytorch implement of Lookahead Optimizer
Xtr Toolbox
⭐
98
🛠 Versatile tool to optimize Windows
Adamw_keras
⭐
95
AdamW optimizer for Keras
Adamwr
⭐
93
Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework
Windows10miningtweaksdmw
⭐
88
Windows 10 Mining Tweaks by DeadManWalking (DeadManWalkingTO-GitHub)
Viz_torch_optim
⭐
86
Videos of deep learning optimizers moving on 3D problem-landscapes
Frostnet
⭐
86
FrostNet: Towards Quantization-Aware Network Architecture Search
Gradient Centralization Tensorflow
⭐
81
Instantly improve your training performance of TensorFlow models with just 2 lines of code!
Eago.jl
⭐
81
A development environment for robust and global optimization
Lamb_optimizer_tf
⭐
80
LAMB Optimizer for Large Batch Training (TensorFlow version)
Gpx Simplify Optimizer
⭐
67
Free Tracks Optimizer Online Service
Dl4s
⭐
64
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
Rco
⭐
62
Package: The R Code Optimizer
Transformer
⭐
58
Neutron: A pytorch based implementation of Transformer and its variants.
Eslint Plugin Optimize Regex
⭐
55
Optimize regex literals
Transformer
⭐
51
Neutron: A pytorch based implementation of Transformer and its variants.
Yoga
⭐
50
Converts and optimizes images and 3D models
Jhc Components
⭐
50
JHC Haskell compiler split into reusable components
Opeth
⭐
49
Opeth is the optimizer and debug tools for Lua 5.3 VM bytecode, or Metal band
Keras Lookahead
⭐
48
Lookahead mechanism for optimizers in Keras.
Keras Adabound
⭐
47
AdaBound optimizer in Keras
Kfac Pytorch
⭐
47
Pytorch implementation of KFAC and E-KFAC (Natural Gradient).
Ada Hessian
⭐
46
Easy-to-use AdaHessian optimizer (PyTorch)
Madam
⭐
45
Pytorch and Jax code for the Madam optimiser.
Keras Lr Multiplier
⭐
44
Learning rate multiplier
Cordova Plugin Proguard
⭐
43
🔳 Cordova Plugin for ProGuard
Postcss Clean
⭐
42
PostCss plugin to minify your CSS with clean-css
Adabound Tensorflow
⭐
40
An optimizer that trains as fast as Adam and as good as SGD in Tensorflow
Rethinking Bnn Optimization
⭐
37
Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
Keras Gradient Accumulation
⭐
35
Gradient accumulation for Keras
Sam.pytorch
⭐
33
A PyTorch implementation of Sharpness-Aware Minimization for Efficiently Improving Generalization
Adasoptimizer
⭐
33
ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance
Goga
⭐
31
Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).
Rollup Plugin Prepack
⭐
31
Rollup plugin for Facebook Prepack - https://prepack.io
Post Tweaks
⭐
31
A post-installation batch script for Windows
Prediction_gan
⭐
30
PyTorch Impl. of Prediction Optimizer (to stabilize GAN training)
Keras_gradient_noise
⭐
29
Add gradient noise to any Keras optimizer
Spotz
⭐
29
Spark Parameter Optimization and Tuning
Optimal
⭐
27
A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.
Kfac_pytorch
⭐
27
Distributed K-FAC Preconditioner for PyTorch
Horoscope
⭐
26
horoscope is an optimizer inspector for DBMS.
Swats
⭐
24
Switching from Adam to SGD optimization in PyTorch.
Ml Optimizers Jax
⭐
23
Toy implementations of some popular ML optimizers using Python/JAX
Lookaheadoptimizer Mx
⭐
23
Lookahead Optimizer: k steps forward, 1step back for MXNet
Toydb
⭐
23
A ToyDB (for beginner) based on MIT 6.830 and CMU 15445
Lookahead_tensorflow
⭐
21
Lookahead optimizer ("Lookahead Optimizer: k steps forward, 1 step back") for tensorflow
Tommy
⭐
21
Web assets optimverter
Fastai Deep Learning From The Foundations Twiml Study Group
⭐
20
Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.
Cleaner
⭐
20
The only storage saving app that actually works! :D
Nibbler
⭐
19
Runtime Python bytecode optimizer. ⚡️
Dnn_from_scratch
⭐
18
A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).
Simplu3d
⭐
18
A library to generate buildings from local urban regulations.
Simple Sam
⭐
18
Sharpness-Aware Minimization for Efficiently Improving Generalization
Sruth
⭐
18
Sruth Lùbach: A toy optimization engine
Falcon
⭐
17
A WordPress cleanup and performance optimization plugin.
Hlsloptconv
⭐
17
HLSL optimizing converter
Learning Rates
⭐
17
How optimizer and learning rate choice affects training performance
Slsqp4j
⭐
16
A JVM wrapper for the popular SLSQP optimizer
Yellowfin_keras
⭐
16
Modified version of the YellowFin optimizer for TensorFlow to work with the Keras API [not actively maintained]
Lsl Pyoptimizer
⭐
16
Optimizes a LSL2 script, folding constants, removing unused code and more. Adds new syntax features too.
Pytorch Hessianfree
⭐
16
PyTorch implementation of Hessian Free optimisation
Pytorch_optimizer
⭐
16
Bunch of optimizer implementations in PyTorch
Avmf
⭐
15
🔩 Framework and Java implementation of the Alternating Variable Method
Optimizers For Tensorflow
⭐
15
Adam, NAdam and AAdam optimizers
Hypergradient_variants
⭐
14
Improved Hypergradient optimizers, providing better generalization and faster convergence.
Portfolio Optimizer
⭐
14
A library for portfolio optimization algorithms with python interface.
Neth Proxy
⭐
14
Stratum <-> Stratum Proxy and optimizer for ethminer
Artificial Neural Variability For Deep Learning
⭐
14
The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization. The algorithms are based on the original paper: Artificial Neural Variability for Deep Learning: On overfitting, Noise Memorization, and Catastrophic Forgetting.
Windows11 Optimization
⭐
14
Community repository, to improve security and performance of Windows 10 and windows 11 with tweaks, commands, scripts, registry keys, configuration, tutorials and more
Gfsopt
⭐
13
Convenient hyperparameter optimization
Forth Compiler
⭐
13
Native inlining constant folding register allocating Forth compiler
Flaxoptimizers
⭐
13
A collection of optimizers, some arcane others well known, for Flax.
1-100 of 243 projects
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📦 72
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📦 111
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📦 79
Code Quality
📦 28
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📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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