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reinforcement-learning

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ray-project / ray

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Open

Option to surpress large number of actors warning

crypdick commented Jul 9, 2020

Issue #3644 describes the reasons why this warning was created. However, I get this warning even with as little as 17 actors:

According to ulimit -n I can safely run many more procs.

Potential solutions:

Allow to specify number of acceptable actors before warning

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P2 good first issue

Open

[raysgd] num_steps does not allow you to sample without replacement

Open

No proper error message when num_return_vals is negative or not integral

1

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tensorflow / tensor2tensor

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Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

machine-learning reinforcement-learning deep-learning machine-translation tpu

Updated Aug 4, 2020
Python

Unity-Technologies / ml-agents

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Unity Machine Learning Agents Toolkit

reinforcement-learning deep-learning unity unity3d deep-reinforcement-learning neural-networks

Updated Aug 20, 2020
C#

ShangtongZhang / reinforcement-learning-an-introduction

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Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning artificial-intelligence

Updated Jul 5, 2020
Python

ddbourgin / numpy-ml

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Machine learning, in numpy

machine-learning reinforcement-learning 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

Updated Aug 19, 2020
Python

Hvass-Labs / TensorFlow-Tutorials

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TensorFlow Tutorials with YouTube Videos

machine-learning youtube tutorial reinforcement-learning deep-learning neural-network tensorflow python-notebook

Updated Aug 10, 2020
Jupyter Notebook

kmario23 / deep-learning-drizzle

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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization deep-reinforcement-learning artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition

Updated Aug 19, 2020

VowpalWabbit / vowpal_wabbit

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Open

Create VCPKG package for VowpalWabbit

2

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

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Feature Request Good First Issue Help wanted

Open

Allow multiple data files as input

6

Open

Replace signed 'char' uses with 'unsigned char' or 'int8_t'

5

deepmind / pysc2

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StarCraft II Learning Environment

machine-learning reinforcement-learning starcraft-ii-replays starcraft-ii blizzard-api deepmind

Updated Jul 29, 2020
Python

bulletphysics / bullet3

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Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

simulator reinforcement-learning robotics computer-animation simulation kinematics game-development virtual-reality pybullet

Updated Aug 20, 2020
C++

tensorlayer

tensorlayer / tensorlayer

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Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

python google reinforcement-learning deep-learning neural-network tensorflow chatbot artificial-intelligence gan dqn imagenet tensorflow-tutorials object-detection a3c tensorlayer tensorflow-tutorial

Updated Jul 2, 2020
Python

tensorpack / tensorpack

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A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

machine-learning reinforcement-learning deep-learning tensorflow neural-networks

Updated Aug 8, 2020
Python

owainlewis / awesome-artificial-intelligence

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A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

machine-learning reinforcement-learning ai deep-learning neural-network statistical-learning artificial-intelligence unsupervised-learning intelligent-systems machine-intelligence intelligent-machines

Updated Aug 5, 2020

MorvanZhou / Reinforcement-learning-with-tensorflow

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Simple Reinforcement learning tutorials

machine-learning tutorial reinforcement-learning q-learning dqn policy-gradient sarsa tensorflow-tutorials 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

Updated Aug 5, 2020
Python

lazyprogrammer / machine_learning_examples

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A collection of machine learning examples and tutorials.

python data-science machine-learning natural-language-processing reinforcement-learning deep-learning

Updated Aug 18, 2020
Python

MorvanZhou / PyTorch-Tutorial

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Build your neural network easy and fast

python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial

Updated Jun 8, 2020
Jupyter Notebook

google / trax

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Trax — Deep Learning with Clear Code and Speed

machine-learning reinforcement-learning deep-learning numpy deep-reinforcement-learning transformer jax

Updated Aug 20, 2020
Python

keras-rl / keras-rl

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Deep Reinforcement Learning for Keras.

machine-learning theano reinforcement-learning tensorflow keras neural-networks

Updated May 5, 2020
Python

BinRoot / TensorFlow-Book

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Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

machine-learning reinforcement-learning book clustering tensorflow linear-regression regression classification autoencoder logistic-regression convolutional-neural-networks

Updated Dec 14, 2019
Jupyter Notebook

janhuenermann / neurojs

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A JavaScript deep learning and reinforcement learning library.

javascript machine-learning reinforcement-learning deep-learning neural-network self-driving-car

Updated Mar 18, 2020
JavaScript

awslabs / amazon-sagemaker-examples

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Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

learning aws reinforcement-learning amazon example machine deep rl notebooks sagemaker

Updated Aug 19, 2020
Jupyter Notebook

yandexdataschool / Practical_RL

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A course in reinforcement learning in the wild

lasagne theano reinforcement-learning deep-learning course-materials mooc tensorflow keras deep-reinforcement-learning pytorch git-course pytorch-tutorials

Updated Aug 19, 2020
Jupyter Notebook

udacity / deep-reinforcement-learning

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Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

Updated Apr 29, 2020
Jupyter Notebook

arXivTimes / arXivTimes

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repository to research & share the machine learning articles

machine-learning natural-language-processing reinforcement-learning computer-vision arxivtimes

Updated Aug 12, 2020

pytorch / ELF

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ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

go reinforcement-learning rl alphago-zero alpha-zero rl-environment

Updated Jun 21, 2019
C++

astorfi / Deep-Learning-Roadmap

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📡 Organized Resources for Deep Learning Researchers and Developers

reinforcement-learning deep-learning

Updated Apr 21, 2020
Python

Reinforcement-Learning

andri27-ts / Reinforcement-Learning

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Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

machine-learning reinforcement-learning qlearning deep-learning deep-reinforcement-learning artificial-intelligence dqn deepmind evolution-strategies ppo a2c policy-gradients

Updated Jun 30, 2020
Jupyter Notebook

microsoft / tensorwatch

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Open

How to use Watcher / WatcherClient over tcp/ip network? (ex. cloud - local)

2

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?

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enhancement good first issue

easy-tensorflow / easy-tensorflow

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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

Updated Feb 21, 2019
Python

tensorforce / tensorforce

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Tensorforce: a TensorFlow library for applied reinforcement learning

control reinforcement-learning tensorflow deep-reinforcement-learning tensorflow-library system-control tensorforce

Updated Aug 17, 2020
Python

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