Repository Index

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

• deep-learning
• deep-neural-networks
• tensorflow
• tensorflow2

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

• neural-network
• machine-learning
• tensorflow
• keras

From the basics to slightly more interesting applications of Tensorflow

Tools to Design or Visualize Architecture of Neural Network

• tools
• visualize-data
• visualize-networks
• visualize

Reference models and tools for Cloud TPUs.

The "Python Machine Learning (3rd edition)" book code repository

• machine-learning
• deep-learning
• tensorflow
• scikit-learn

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

• machine-learning
• deep-learning
• data-science
• neural-networks

Machine Learning and Agentic AI Resources, Practice and Research

• machine-learning
• deep-learning
• nlp
• computer-vision

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

• machine-learning
• data-science
• python
• mathematics

TranslatedCompanion code for "21 Projects to Master Deep Learning: A Detailed Practical Guide Based on TensorFlow"

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

TensorFlow Basic Tutorial Labs

• tensorflow
• keras
• mxnet
• pytorch

Pre-trained Deep Learning models and demos (high quality and extremely fast)

• models
• caffemodel
• demo
• tensorflow-models

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

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

• deep-learning
• deep-neural-networks
• python
• pytorch

TranslatedTensorflow tutorial from basic to hard, 莫烦Python (Mo Fan Python, "Morvan Python") Chinese AI teaching

• tensorflow
• tensorflow-tutorials
• gan
• generative-adversarial-network

TranslatedCNN-RNN Chinese text classification, based on TensorFlow

• tensorflow
• cnn
• text-classification
• chinese

Code examples in pyTorch and Tensorflow for CS230

• tensorflow
• pytorch
• computer-vision
• natural-language-processing

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

• deep-reinforcement-learning
• qlearning
• deep-learning
• tensorflow-tutorials

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

• deep-learning
• python3
• dive-into-deep-learning
• tensorflow2

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web

• quantum
• quantum-computing
• quantum-programming-language
• machine-learning

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

• machine-learning
• deep-learning
• neural-networks
• tensorflow

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning