convolutional-neural-networks

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

python data-science machine-learning deep-learning information-theory jobs pytorch autograd artificial-intelligence feature-extraction ensemble-learning logistic-regression convolutional-neural-networks bayesian-statistics loss-functions interview-preparation pytorch-tutorial graduate-school jax

UpdatedJan 21, 2022

BinRoot /TensorFlow-Book

Star4.5k

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

machine-learning reinforcement-learning book clustering tensorflow linear-regression regression classification autoencoder logistic-regression convolutional-neural-networks

UpdatedMar 17, 2023
Jupyter Notebook

huawei-noah /Efficient-AI-Backbones

Star4.3k

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

tensorflow pytorch transformer imagenet convolutional-neural-networks pretrained-models model-compression efficient-inference ghostnet vision-transformer

UpdatedMar 15, 2025
Python

TarrySingh /Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

Star3.9k

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

python aws machine-learning lua deep-learning neural-network tensorflow scikit-learn keras ipython-notebook torch pandas pytorch kaggle artificial-intelligence matplotlib tensorflow-tutorials convolutional-neural-networks python-data capsule-network

UpdatedMar 19, 2025
Python

amanchadha /coursera-deep-learning-specialization

Star3.8k

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Network…

deep-learning neural-network coursera recurrent-neural-networks neural-networks hyperparameter-optimization regularization convolutional-neural-networks neural-machine-translation coursera-machine-learning convolutional-neural-network hyperparameter-tuning andrew-ng coursera-assignment cnns rnns andrew-ng-course recurrent-neural-network neural-style-transfer coursera-specialization

UpdatedJul 2, 2025
Jupyter Notebook

christianversloot /machine-learning-articles

Star3.6k

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

machine-learning deep-learning clustering tensorflow scikit-learn keras transformers pytorch gan neural-networks convolutional-neural-networks gpt gans albert dbscan bert keras-tensorflow pytorch-tutorial pytorch-implementation huggingface-transformers

UpdatedJun 28, 2024

MrGemy95 /Tensorflow-Project-Template

Star3.6k

A best practice for tensorflow project template architecture.

template deep-learning neural-network tensorflow best-practices oop software-engineering tensorflow-tutorials convolutional-neural-networks deep-learning-tutorial tesnorflow

UpdatedApr 21, 2022
Python

NELSONZHAO /zhihu

Star3.5k

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

natural-language-processing deep-learning machine-translation recurrent-neural-networks gan style-transfer autoencoder convolutional-neural-networks tensorflow-examples