All Projects → ML-Optimizers-JAX → Similar Projects or Alternatives

194 Open source projects that are alternatives of or similar to ML-Optimizers-JAX

Hypergradient variants
Improved Hypergradient optimizers, providing better generalization and faster convergence.
Stars: ✭ 15 (-59.46%)
Mutual labels:  momentum, adam-optimizer, optimizers
sopt
sopt:A simple python optimization library
Stars: ✭ 42 (+13.51%)
fmin adam
Matlab implementation of the Adam stochastic gradient descent optimisation algorithm
Stars: ✭ 38 (+2.7%)
Radam
On the Variance of the Adaptive Learning Rate and Beyond
Stars: ✭ 2,442 (+6500%)
Mutual labels:  adam, adam-optimizer
Mindseye
Neural Networks in Java 8 with CuDNN and Aparapi
Stars: ✭ 8 (-78.38%)
a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.
Stars: ✭ 46 (+24.32%)
Mutual labels:  optimization-algorithms, adam
Optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Stars: ✭ 411 (+1010.81%)
GDLibrary
Matlab library for gradient descent algorithms: Version 1.0.1
Stars: ✭ 50 (+35.14%)
Learning-Lab-C-Library
This library provides a set of basic functions for different type of deep learning (and other) algorithms in C.This deep learning library will be constantly updated
Stars: ✭ 20 (-45.95%)
Machine-Learning-in-Python-Workshop
My workshop on machine learning using python language to implement different algorithms
Stars: ✭ 89 (+140.54%)
Cppnumericalsolvers
a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)
Stars: ✭ 638 (+1624.32%)
Nmflibrary
MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1
Stars: ✭ 153 (+313.51%)
dm pix
PIX is an image processing library in JAX, for JAX.
Stars: ✭ 271 (+632.43%)
Mutual labels:  jax
fedpa
Federated posterior averaging implemented in JAX
Stars: ✭ 38 (+2.7%)
Mutual labels:  jax
VariationalNeuralAnnealing
A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.
Stars: ✭ 21 (-43.24%)
Mutual labels:  optimization-algorithms
SuffixTree
Optimized implementation of suffix tree in python using Ukkonen's algorithm.
Stars: ✭ 38 (+2.7%)
Mutual labels:  optimization-algorithms
jaxdf
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
Stars: ✭ 50 (+35.14%)
Mutual labels:  jax
lookahead tensorflow
Lookahead optimizer ("Lookahead Optimizer: k steps forward, 1 step back") for tensorflow
Stars: ✭ 25 (-32.43%)
Mutual labels:  adam-optimizer
efficientnet-jax
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
Stars: ✭ 114 (+208.11%)
Mutual labels:  jax
GARI
GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Stars: ✭ 41 (+10.81%)
Mutual labels:  optimization-algorithms
chef-transformer
Chef Transformer 🍲 .
Stars: ✭ 29 (-21.62%)
Mutual labels:  jax
geneticalgorithm2
Supported highly optimized and flexible genetic algorithm package for python
Stars: ✭ 36 (-2.7%)
Mutual labels:  optimization-algorithms
biteopt
Derivative-Free Optimization Method for Global Optimization (C++)
Stars: ✭ 91 (+145.95%)
Mutual labels:  optimization-algorithms
Image-Classifier
Final Project of the Udacity AI Programming with Python Nanodegree
Stars: ✭ 63 (+70.27%)
Mutual labels:  gradient-descent
cr-sparse
Functional models and algorithms for sparse signal processing
Stars: ✭ 38 (+2.7%)
Mutual labels:  jax
Ascension
A metaheuristic optimization framework
Stars: ✭ 24 (-35.14%)
Mutual labels:  optimization-algorithms
OnePhase.jl
This package is the implementation of a one-phase interior point method that finds KKT points of nonconvex optimization problems.
Stars: ✭ 18 (-51.35%)
Mutual labels:  optimization-algorithms
Learned-Turbo-type-Affine-Rank-Minimization
Code for Learned Turbo-ype Affine Rank Minimization
Stars: ✭ 4 (-89.19%)
Mutual labels:  gradient-descent
madam
👩 Pytorch and Jax code for the Madam optimiser.
Stars: ✭ 46 (+24.32%)
Mutual labels:  jax
SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
Stars: ✭ 165 (+345.95%)
Mutual labels:  optimization-algorithms
adaboost
An implementation of the paper "A Short Introduction to Boosting"
Stars: ✭ 20 (-45.95%)
Mutual labels:  optimization-algorithms
robustness-vit
Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).
Stars: ✭ 78 (+110.81%)
Mutual labels:  jax
ML-MCU
Code for IoT Journal paper title 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'
Stars: ✭ 28 (-24.32%)
Mutual labels:  gradient-descent
haskell-vae
Learning about Haskell with Variational Autoencoders
Stars: ✭ 18 (-51.35%)
Mutual labels:  adam-optimizer
pydata-london-2018
Slides and notebooks for my tutorial at PyData London 2018
Stars: ✭ 22 (-40.54%)
Mutual labels:  gradient-descent
geneal
A genetic algorithm implementation in python
Stars: ✭ 47 (+27.03%)
Mutual labels:  optimization-algorithms
ShinRL
ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)
Stars: ✭ 30 (-18.92%)
Mutual labels:  jax
GPJax
A didactic Gaussian process package for researchers in Jax.
Stars: ✭ 159 (+329.73%)
Mutual labels:  jax
Operations-Research
Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.
Stars: ✭ 92 (+148.65%)
Mutual labels:  optimization-algorithms
portfolio allocation js
A JavaScript library to allocate and optimize financial portfolios.
Stars: ✭ 145 (+291.89%)
Mutual labels:  optimization-algorithms
paper-simulation
Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
Stars: ✭ 133 (+259.46%)
Mutual labels:  optimization-algorithms
transformer
Neutron: A pytorch based implementation of Transformer and its variants.
Stars: ✭ 60 (+62.16%)
Mutual labels:  optimizers
ada-hessian
Easy-to-use AdaHessian optimizer (PyTorch)
Stars: ✭ 59 (+59.46%)
Mutual labels:  adam
csmath-2021
This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju
Stars: ✭ 30 (-18.92%)
Mutual labels:  optimization-algorithms
uvadlc notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
Stars: ✭ 901 (+2335.14%)
Mutual labels:  jax
GurobiLink
Wolfram Language interface to the Gurobi numerical optimization library
Stars: ✭ 16 (-56.76%)
Mutual labels:  optimization-algorithms
CS231n
PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
Stars: ✭ 47 (+27.03%)
Mutual labels:  adam-optimizer
pdfo
Powell's Derivative-Free Optimization solvers
Stars: ✭ 56 (+51.35%)
Mutual labels:  optimization-algorithms
Deep-Learning-Coursera
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
Stars: ✭ 123 (+232.43%)
Mutual labels:  gradient-descent
adam
Addon which enhances all user profiles of confluence. It also adds an advanced people directory. The whole addon is configurable by means of an XML, can be localized, supports Velocity templates and supports view and edit restrictions.
Stars: ✭ 12 (-67.57%)
Mutual labels:  adam
models-by-example
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Stars: ✭ 43 (+16.22%)
Mutual labels:  gradient-descent
HashedExpression
Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.
Stars: ✭ 40 (+8.11%)
Mutual labels:  optimization-algorithms
psgd tf
Tensorflow implementation of preconditioned stochastic gradient descent
Stars: ✭ 33 (-10.81%)
Mutual labels:  optimization-algorithms
wax-ml
A Python library for machine-learning and feedback loops on streaming data
Stars: ✭ 36 (-2.7%)
Mutual labels:  jax
benchopt
Making your benchmark of optimization algorithms simple and open
Stars: ✭ 89 (+140.54%)
Mutual labels:  optimization-algorithms
neural-net-optimization
PyTorch implementations of recent optimization algorithms for deep learning.
Stars: ✭ 59 (+59.46%)
Mutual labels:  optimization-algorithms
koclip
KoCLIP: Korean port of OpenAI CLIP, in Flax
Stars: ✭ 80 (+116.22%)
Mutual labels:  jax
submodlib
Summarize Massive Datasets using Submodular Optimization
Stars: ✭ 36 (-2.7%)
Mutual labels:  optimizers
ReinforcementLearning Sutton-Barto Solutions
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
Stars: ✭ 20 (-45.95%)
Mutual labels:  gradient-descent
Nature-Inspired-Algorithms
Sample Code Collection of Nature-Inspired Computational Methods
Stars: ✭ 22 (-40.54%)
Mutual labels:  optimization-algorithms
1-60 of 194 similar projects