calvin-cmu's repositories
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-rl
Reinforcement learning resources curated
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Deep-Learning-101
Deep Learning Tutorials
deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
DeepStack-Leduc
Example implementation of the DeepStack algorithm for no-limit Leduc poker
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
MemN2N-tensorflow
End-To-End Memory Networks in Tensorflow
neural-architecture-search
Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).
NTM-tensorflow
Neural Turing Machine in Tensorflow
Nvidia-Autopilot-TensorFlow
A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
reinforcement-learning-an-introduction
Python code for Reinforcement Learning: An Introduction
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
tensorflow
Computation using data flow graphs for scalable machine learning
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners