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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Companion webpage to the book "Mathematics For Machine Learning"
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
TensorFlow Tutorials with YouTube Videos
Labs and demos for courses for GCP Training (http://cloud.google.com/training).
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
The 3rd edition of course.fast.ai
A collection of infrastructure and tools for research in neural network interpretability.
Repo for the Deep Learning Nanodegree Foundations program.
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
Deep Learning tutorials in jupyter notebooks.
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Book and code for Think Complexity, 2nd edition
This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way
Models and examples built with Swift for TensorFlow
Urban sound classification using Deep Learning
Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Mo…
Example code from the book "Deep Learning for the Life Sciences"
Reference mapping for single-cell genomics
Transfer learning for music classification and regression tasks
Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
Deep learning meets molecular dynamics.
An introductory 101 series to get to know the power of Julialang