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reinforcement-learning
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Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
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Sep 29, 2020 - Python
Unity Machine Learning Agents Toolkit
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Oct 3, 2020 - Python
Python Implementation of Reinforcement Learning: An Introduction
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Jul 5, 2020 - Python
Machine learning, in numpy
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word2vec
lstm
neural-networks
gaussian-mixture-models
vae
topic-modeling
attention
resnet
bayesian-inference
wavenet
mfcc
knn
gaussian-processes
hidden-markov-models
gradient-boosting
wgan-gp
good-turing-smoothing
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Oct 2, 2020 - Python
TensorFlow Tutorials with YouTube Videos
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tutorial
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python-notebook
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Aug 10, 2020 - Jupyter Notebook
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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natural-language-processing
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reinforcement-learning
computer-vision
deep-learning
optimization
deep-reinforcement-learning
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pattern-recognition
probabilistic-graphical-models
bayesian-statistics
artificial-intelligence-algorithms
visual-recognition
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Oct 2, 2020
jackgerrits
commented
Jan 17, 2020
Vcpkg is a C++ dependency management system that makes installation and consumption as a dependency very easy. We should support this for VW to allow consuming the lib as easy as possible.
Instructions for creating a new package can be found here: https://github.com/microsoft/vcpkg/blob/master/docs/examples/packaging-github-repos.md
StarCraft II Learning Environment
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Jul 29, 2020 - Python
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
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simulation
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pybullet
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Oct 2, 2020 - C++
Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥
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google
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tensorflow
chatbot
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gan
dqn
imagenet
tensorflow-tutorials
object-detection
a3c
tensorlayer
tensorflow-tutorial
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Sep 6, 2020 - Python
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
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Oct 2, 2020 - Python
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
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ai
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statistical-learning
artificial-intelligence
unsupervised-learning
intelligent-systems
machine-intelligence
intelligent-machines
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Sep 29, 2020
Simple Reinforcement learning tutorials
machine-learning
tutorial
reinforcement-learning
q-learning
dqn
policy-gradient
sarsa
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a3c
deep-q-network
ddpg
actor-critic
asynchronous-advantage-actor-critic
double-dqn
prioritized-replay
sarsa-lambda
dueling-dqn
deep-deterministic-policy-gradient
proximal-policy-optimization
ppo
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Aug 5, 2020 - Python
A collection of machine learning examples and tutorials.
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deep-learning
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Oct 1, 2020 - Python
Build your neural network easy and fast
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batch
dropout
generative-adversarial-network
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pytorch-tutorial
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Jun 8, 2020 - Jupyter Notebook
Trax — Deep Learning with Clear Code and Speed
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numpy
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transformer
jax
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Oct 3, 2020 - Python
Deep Reinforcement Learning for Keras.
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Sep 14, 2020 - Python
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
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book
clustering
tensorflow
linear-regression
regression
classification
autoencoder
logistic-regression
convolutional-neural-networks
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Dec 14, 2019 - Jupyter Notebook
A JavaScript deep learning and reinforcement learning library.
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Mar 18, 2020 - JavaScript
A course in reinforcement learning in the wild
lasagne
theano
reinforcement-learning
deep-learning
course-materials
mooc
tensorflow
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deep-reinforcement-learning
pytorch
git-course
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Oct 1, 2020 - Jupyter Notebook
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Oct 3, 2020
Repo for the Deep Reinforcement Learning Nanodegree program
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openai-gym
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dqn
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reinforcement-learning-algorithms
dynamic-programming
hill-climbing
ddpg
cross-entropy
openai-gym-solutions
pytorch-rl
ppo
ml-agents
rl-algorithms
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Aug 22, 2020 - Jupyter Notebook
repository to research & share the machine learning articles
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Oct 3, 2020
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
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Jun 21, 2019 - C++
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Sep 10, 2020 - Python
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
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qlearning
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dqn
deepmind
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ppo
a2c
policy-gradients
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Jun 30, 2020 - Jupyter Notebook
orihime-kitajima
commented
Jul 3, 2019
How to use Watcher / WatcherClient over tcp/ip network?
Watcher seems to ZMQ server, and WatcherClient is ZMQ Client, but there is no API/Interface to config server IP address.
Do I need to implement a class that inherits from WatcherClient?
Simple and comprehensive tutorials in TensorFlow
python
machine-learning
reinforcement-learning
deep-learning
neural-network
tensorflow
recurrent-neural-networks
pattern-recognition
convolutional-neural-networks
object-detection
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Feb 21, 2019 - Python
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It is already possible to give actors a name: https://docs.ray.io/en/master/actors.html#named-actors and to retrieve the actor handle via
ray.get_actor("some_name").It would however be very handy to have some kind of
ray.list_named_actors()API method to get a list/dict of all currently available named actors.It can be useful for: