This repository keeps track of my awesome adventure trying to know a little more about deep learning (mainly with TensorFlow 😄).
- Links to my personal projects while learning Deep Learning and Tensorflow
- Links for online resources to get started with Deep Learning and TensorFlow
Getting Started with Deep Learning with MNIST
MNIST running on Android
Exploring Spiral Dataset
Vanilla GANs for fashion MNIST
Easy 21 - Getting started with RL
A friendly introduction to Deep Learning and Neural Networks
How Deep Neural Networks Work
Tensorflow and deep learning, without a PhD, Martin Gorner, Google
TensorFlow Tutorial (Sherry Moore, Google Brain).
How Convolutional Neural Networks work
Understanding LSTM Networks
The Unreasonable Effectiveness of Recurrent Neural Networks
Introduction to GANs (Keras)
GANs for beginners (TensorFlow)
Blog post about the different kinds of GANs
DCGAN implementation on TensorFlow
Original Paper
Generative models implementation (TensorFlow, Pytorch)
CS 20SI: TensorFlow for Deep Learning Research
CS231n: Convolutional Neural Networks for Visual Recognition
MIT 6.S094: Deep Learning for Self-Driving Cars
Siraj Raval
sentdex
Hvass Lab
Google Dev - Machine Learning Recipes
How do I learn deep learning in 2 months
Learn deep learning, from novice to advanced
Jason Mayes - Rock Paper Scissors - Machine Learning Style using Tensor Flow