Javier A. Zambrano Macias's repositories
Python
All Algorithms implemented in Python
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
tensorflow-crash-course
For those who already have some basic idea about deep learning, and preferably are familiar with PyTorch.
Hands-On-Reinforcement-Learning-with-Python
Hands-On Reinforcement Learning with Python, published by Packt
deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
Learn_Deep_Learning_in_6_Weeks
This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube
cs231n.github.io
Public facing notes page
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
awesome-rl
Reinforcement learning resources curated
reinforcement_learning
Reinforcement Learning code for course
deep-learning-papers
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
Deep-Learning-with-Keras
Code repository for Deep Learning with Keras published by Packt
DQN-DDQN-on-Space-Invaders
Implementation of Double Deep Q Networks and Dueling Q Networks using Keras on Space Invaders using OpenAI Gym. Code can be easily generalized to other Atari games.
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
books
Books about Nodejs, Angular2, Agile, Clean Code, Docker, Golang, Microservices, REST, TDD, BDD, and Startups.
Machine-Learning-Flappy-Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
twilio-python
A Python module for communicating with the Twilio API and generating TwiML.
Python-Machine-Learning-Blueprints
Code repository for Python Machine Learning Blueprints, published by Packt
pyformat.info
Single page cheat-sheet about Python string formatting
simple_dqn
Simple deep Q-learning agent.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
sql-server-samples
Official Microsoft GitHub Repository containing code samples for SQL Server
DDQN
Deep Double Q-Learning implementation introduced by Hasselt et al in this paper: https://arxiv.org/abs/1509.06461. It's interfacing with openAI Gym. WIP.
Deep-Learning-101
Deep Learning Tutorials