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sgd-optimizer

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v-iashin /CS231n

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

machine-learning computer-vision deep-learning neural-network solutions tensorflow numpy jupyter-notebook stanford-university assignment pytorch recurrent-neural-networks lstm generative-adversarial-network style-transfer convolutional-neural-networks backpropagation svm-classifier adam-optimizer sgd-optimizer

UpdatedJan 27, 2021
Jupyter Notebook

bharathsudharsan /ML-MCU

Code for IoT Journal paper 'ML-MCU: A Framework to Train ML Classifiers on MCU-based IoT Edge Devices'

machine-learning microcontroller optimization gradient-descent online-learning incremental-learning edge-computing classifier-training sgd-optimizer armcortexm4 armcortexm0 tinyml

UpdatedOct 24, 2022
C

JYWa /Overlap_Local_SGD

Implementation of (overlap) local SGD in Pytorch

deep-learning pytorch distributed-optimization sgd-optimizer

UpdatedJul 12, 2020
Python

rdspring1 /Count-Sketch-Optimizers

A compressed adaptive optimizer for training large-scale deep learning models using PyTorch

hashing deep-learning neural-network pytorch transformer imagenet count-min-sketch language-model adagrad adam-optimizer sgd-optimizer count-sketch sgd-momentum

UpdatedNov 26, 2019
Python

Janus-Shiau /lookahead_tensorflow

Lookahead optimizer ("Lookahead Optimizer: k steps forward, 1 step back") for tensorflow

deep-learning tensorflow optimizer adam-optimizer sgd-optimizer

UpdatedSep 3, 2019
Python

Computer-Vision-and-Image-Processing

bimalka98 /Computer-Vision-and-Image-Processing

Computer Vision and Image Processing algorithms implemented using OpenCV, NumPy and MatPlotLib, for UOM's EN2550 Fundamentals of Image Processing and Machine Vision Module ❄

opencv computer-vision numpy image-processing matplotlib gradient-descent opencv-python cnn-keras sgd-optimizer minibatch-sgd image-zooming cv2-library counting-rice-grains nut-counting

UpdatedNov 11, 2021
Jupyter Notebook

JYWa /MATCHA

Communication-efficient decentralized SGD (Pytorch)

deep-learning pytorch distributed-optimization distributed-training sgd-optimizer

UpdatedMar 17, 2020
Python

Vercaca /NN-Backpropagation

Implement a Neural Network trained with back propagation in Python

python machine-learning neural-network gradient-descent backpropagation stochastic-gradient-descent sgd-optimizer

UpdatedJul 28, 2022
Python

sloth2012 /scalaML

Implement some ML algorithms in scala

scala ftrl sgd-optimizer

UpdatedJul 25, 2023
Scala

thetechdude124 /Adam-Optimization-From-Scratch

📈Implementing the ADAM optimizer from the ground up with PyTorch and comparing its performance on six 3-D objective functions (each progressively more difficult to optimize) against SGD, AdaGrad, and RMSProp.

deep-learning artificial-intelligence optimization-algorithms rmsprop adam-optimizer sgd-optimizer

UpdatedJul 2, 2022
Jupyter Notebook

hiroyuki-kasai /SimpleDeepNetToolbox

Simple MATLAB toolbox for deep learning network: Version 1.0.3

machine-learning deep-neural-networks big-data deep-learning optimization matlab machine-learning-algorithms sgd convolutional-layers convolutional-neural-networks adam adagrad variance-reduction stochastic-gradient-descent forward-backward stochastic-optimization softmax-layer relu-layer sgd-optimizer sgd-momentum

UpdatedApr 16, 2019
MATLAB

nadir

OptimalFoundation /nadir

Nadir: Cutting-edge PyTorch optimizers for simplicity & composability! 🔥🚀💻

machine-learning optimization pytorch lion adam-optimizer adamax sgd-optimizer amsgrad adamw radam adamp adabelief

UpdatedJun 15, 2024
Python

thieu1995 /MetaPerceptron

MetaPerceptron: A Standardized Framework For Metaheuristic-Driven Multi-layer Perceptron Optimization

neural-network genetic-algorithm mlp regression-models multi-layer-perceptron particle-swarm-optimization metaheuristics global-search adam-optimizer sgd-optimizer classification-models metaheuristic-algorithms whale-optimization-algorithm nature-inspired-optimization adagrad-approach metaheuristic-based-multi-layer-perceptron gradient-free-based-multi-layer-perceptron adelta-optimizer

UpdatedFeb 6, 2025
Python

Lanping-Tech /PSOSGD

基于粒子群PSO+随机梯度下降SGD优化器的Pytorch训练框架

deep-learning pytorch sgd-optimizer pso-algorithm

UpdatedSep 26, 2021
Python

zj10 /ND-Adam

ND-Adam is a tailored version of Adam for training DNNs.

deep-learning neural-networks optimization-algorithms adam-optimizer sgd-optimizer

UpdatedSep 19, 2018
Python

plusminuschirag /Optimizers-Visualizations

A Repository to Visualize the training of Linear Model by optimizers such as SGD, Adam, RMSProp, AdamW, ASMGrad etc

tensorflow numpy python3 pytorch matplotlib rmsprop adam-optimizer sgd-optimizer amsgrad optimizers

UpdatedAug 1, 2020
Jupyter Notebook

AI-Expert-04 /Road_Object_Detection

Object recognition AI using deep learning

deep-learning cnn classification rmsprop dection mobilenet retinanet sgd-optimizer yolov3

UpdatedMar 17, 2023
Python

tr7200 /Adam_to_SGD

Tensorflow-Keras callback implementing arXiv 1712.07628

callback switches learning-rate adam sgd-optimizer

UpdatedMar 24, 2023
Python

pyrddlgym-project /pyRDDLGym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

control reinforcement-learning controller automatic-differentiation planning sgd policy-gradient model-based-control nonlinear-dynamics backpropagation nonlinear-optimization stochastic-gradient-descent planning-domain-definition-language planning-algorithms nonlinear-control sgd-optimizer jax rddl differentiable-simulations gradient-based-optimisation

UpdatedMar 17, 2025
Python

Prasad-mutnale /Lung-Cancer-Detection-Web-App

Lung Cancer Detection using RESNET-50 SGD Optimizer and integrated on web using React and Django.

javascript django deep-learning reactjs django-rest-framework resnet-50 sgd-optimizer

UpdatedJul 13, 2023
JavaScript

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