This project is a collection of TensorFlow machine learning examples providing reference implementations for various neural network paradigms. It covers supervised, unsupervised, reinforcement, and sequential learning models. The repository includes implementations for convolutional neural networks focused on image classification and ranking, as well as recurrent neural networks for time-series forecasting and sequence-to-sequence translation. It further provides examples of reinforcement learning agents trained via reward optimization and unsupervised learning techniques such as autoencoders
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
This repository serves as a structured educational resource for machine learning and deep learning, providing a library of executable scripts and notebooks. It is designed to help users master the practical application of data processing, model evaluation, and neural network construction through annotated code samples and guided tutorials. The collection focuses on translating theoretical mathematical concepts into functional code, offering proven patterns for common tasks such as classification and regression. By providing curated examples of layer construction and training loops, the reposi
Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
Las características principales de alrojo/tensorflow-tutorial son: Deep Learning Frameworks, Educational Tutorials.
Las alternativas de código abierto para alrojo/tensorflow-tutorial incluyen: guillaume-chevalier/lstm-human-activity-recognition — Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the… leriomaggio/deep-learning-keras-tensorflow — Introduction to Deep Neural Networks with Keras and Tensorflow. aymericdamien/tensorflow-examples — This repository serves as a structured educational resource for machine learning and deep learning, providing a… binroot/tensorflow-book — This project is a collection of TensorFlow machine learning examples providing reference implementations for various… guillaume-chevalier/seq2seq-signal-prediction — Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow -… nlintz/tensorflow-tutorials — This repository is a collection of guided tutorials for building and training machine learning models using the…