This is an implementation of Googles Yogi-Optimizer in Keras (tf.keras)

Last update: Sep 13, 2022

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Overview

Yogi-Optimizer_Keras

This is an implementation of Googles Yogi-Optimizer in Keras (tf.keras)

The NeurIPS-Paper can be found here: http://papers.nips.cc/paper/8186-adaptive-methods-for-nonconvex-optimization.pdf

My implementation is heavily based on Keras own Adam implementation which can be found here: https://github.com/tensorflow/tensorflow/blob/r1.12/tensorflow/python/keras/optimizers.py

A Colab Notebook using the same code can be found here: https://colab.research.google.com/drive/1xXh2xJdGjrcZ4XjUXWaSQ2osBR09UBG6

Thanks to the authors of the paper for their contribution.

Owner

GitHub Repository

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This is an implementation of Googles Yogi-Optimizer in Keras (tf.keras)

Related tags

Overview

Yogi-Optimizer_Keras

Owner

This repository is the code of the paper "Sparse Spatial Transformers for Few-Shot Learning".

KSAI Lite is a deep learning inference framework of kingsoft, based on tensorflow lite

Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

Tianshou - An elegant PyTorch deep reinforcement learning library.

Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"

The source code of "SIDE: Center-based Stereo 3D Detector with Structure-aware Instance Depth Estimation", accepted to WACV 2022.

Simple Baselines for Human Pose Estimation and Tracking

OpenGAN: Open-Set Recognition via Open Data Generation

An end-to-end project on customer segmentation

Hierarchical Uniform Manifold Approximation and Projection

[ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

Implementation of the paper Recurrent Glimpse-based Decoder for Detection with Transformer.

TilinGNN: Learning to Tile with Self-Supervised Graph Neural Network (SIGGRAPH 2020)

A python bot to move your mouse every few seconds to appear active on Skype, Teams or Zoom as you go AFK. 🐭 🤖

GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices

More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval

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