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49 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

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Machine Learning In Action ⭐ 226

个人使用jupyter notebook整理的peter的《机器学习实战》代码，使其更有层次感，更加连贯，也加了一些自己的修

Spark Fm Parallelsgd ⭐ 212

Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)

Ml From Scratch ⭐ 188

All the ML algorithms, ML models are coded from scratch by pure Python/Numpy with the Math under the hood. It works well on CPU.

End To End Generative Dialogue ⭐ 135

A neural conversation model

Pytorch Byol ⭐ 94

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Nlp Interview Notes ⭐ 84

📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料

Ctr Criteo ⭐ 54

kaggle 2014 criteo ctr竞赛方案整理 https://www.kaggle.com/c/criteo-display-ad-challen

Synapses ⭐ 50

Code for the signSGD paper

Zipml Pynq ⭐ 40

Linear model training using stochastic gradient descent (SGD) on PYNQ with full to low precision.

Deep Learning Optimization Algorithms ⭐ 37

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

Machinelearningnote ⭐ 37

用python实现机器学习各种经典算法

Resnet.torch ⭐ 35

an updated version of fb.resnet.torch with many changes.

Sparsifiedsgd ⭐ 31

Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599

A Tour Of Pytorch Optimizers ⭐ 30

A tour of different optimization algorithms in PyTorch.

Sgdoptim.jl ⭐ 27

A julia package for Gradient Descent and Stochastic Gradient Descent

Graduation Design ⭐ 26

:trollface: 本科毕业设计：针对Deepfake假脸视频面部细节特征的提取算法

Sgd From Scratch ⭐ 25

Stochastic gradient descent from scratch for linear regression

Grda Optimizer ⭐ 25

Error Feedback Sgd ⭐ 24

SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847

Sgd Sparse Features ⭐ 23

SGD with large step sizes learns sparse features [ICML 2023]

Generalizing Lottery Tickets ⭐ 19

This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"

Code base for SRSGD

Mlcourse_dubai ⭐ 17

Repository for ML course in Dubai

Book Recommendation System ⭐ 17

Personalized book recommender system to generate top 5 recommendations to users

Dogs Vs Cats Redux ⭐ 17

Dogs vs. Cats Redux on floydhub

A 3-Dimensional View of Human Metabolism and Disease

Hypergradient_variants ⭐ 16

Improved Hypergradient optimizers, providing better generalization and faster convergence.

Advanced Factorization Of Machine Systems ⭐ 16

GSOC 2017 - Apache Organization - # Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)

Adam Vs Sgd Numpy ⭐ 14

A 3-layer neural network with SGD and Adam optimizers built from scratch with numpy.

Dl_tutorials ⭐ 14

Learning Explanations Hard To Vary ⭐ 13

Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard to vary"

Systemml Nn ⭐ 12

A deep learning library for Apache SystemML.

Artificial_curiosity ⭐ 12

Adaptive Reinforcement Learning of curious AI basketball agents

Sgd Uap Torch ⭐ 9

Universal Adversarial Perturbations (UAPs) for PyTorch

Codes_fastai ⭐ 8

My codes for http://course.fast.ai/lessons/lessons.html

Optimization For Data Science ⭐ 7

Optimization for Data Science Course

Crack Detection ⭐ 6

notes for big data

Grokking Deep Learning Notebooks ⭐ 5

Notes & Code to go over "Grokking Deep Learning" Book by Andrew Trask

PyTorch Code for the paper "NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization"

Fashionableml ⭐ 5

Deposit for reproducibility study of "Three Factors Influencing Minima in SGD" in ICLR 2018

Code and Datasets for AAAI paper "Comparative Document Summarisation via Classification"

Speech_commands_recognition ⭐ 5

CCF练习赛-通用音频分类

Transfer Learning For Flower Classification By Resnet ⭐ 5

A jupyter notebook is provided for in-depth explanation.

Kaggle Competitions Solution ⭐ 5

Solutions and Guides to various Kaggle Machine Learning Competitions

Mmd Project ⭐ 5

Mining Million Song Dataset

Gradient Descent ⭐ 5

A research project on enhancing gradient optimization methods

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