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17 search results found

Hands On Meta Learning With Python ⭐ 857

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Meta Dataset ⭐ 679

A dataset of datasets for learning to learn from few examples

Awesome Automl And Lightweight Models ⭐ 647

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

Metarec ⭐ 282

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

Maml Tensorflow ⭐ 86

Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

Meta Blocks ⭐ 75

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

Tensorflow Maml ⭐ 61

TensorFlow 2.0 implementation of MAML.

Tensorflow Implementation of MAML

Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

Meta Learning ⭐ 27

Meta Reinforcement Learning Experiments

Cs330 Stanford Deep Multi Task And Meta Learning ⭐ 27

My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning

Code for meta-learning initializations for image segmentation

Maml Tensorflow ⭐ 17

This repository implements the paper, Model-Agnostic Meta-Leanring for Fast Adaptation of Deep Networks.

Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"

Meta Adversarial Training ⭐ 8

Tensorflow implementation of Meta Adversarial Training for Adversarial Patch Attacks on Tiny ImageNet.

Mann Meta Learning ⭐ 6

A tensorflow implement of Memory-Augmented Neural Network

Maml Tensorflow ⭐ 5

Tensorflow r2.1 reimplementation of Model-Agnostic Meta-Learning

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