josiahls's repositories

fast-reinforcement-learning

Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme

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fastrl

fastrl is a reinforcement learning library that extends Fastai. This project is not affiliated with fastai or Jeremy Howard.

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spinningup

An educational resource to help anyone learn deep reinforcement learning.

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agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

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CompositeActionExtractor

A method of extracting action segments / composite actions by calculating either the entropy, distance, or divergence in probability distributions over state and action spaces, then correlating spikes in those measurements in the action spaces with the spikes in the measurements in the state space.

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play_it_later

https://josiahls.github.io/play_it_later/

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ariac-docker

Containerization of ARIAC competition server and competitors' code. See https://bitbucket.org/osrf/ariac/wiki/Home

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Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

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course-v3

The 3rd edition of course.fast.ai

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Custom-vision-service-iot-edge-raspberry-pi

Sample showing how to deploy a AI model from the Custom Vision service to a Raspberry Pi 3 device using Azure IoT Edge

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cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

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dads

Code for 'Dynamics-Aware Unsupervised Discovery of Skills' (DADS). Enables skill discovery without supervision, which can be combined with model-based control.

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data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

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dl-workshop

Materials for Deep Learning Workshop

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fastai

The fastai deep learning library

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fastai2

Temporary home for fastai v2 while it's being developed

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FastaiWorkshop

Workshop for fast.ai February 2/23/2020

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fastcore

Python supercharged for the fastai library

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fastdot

A simple wrapper over `pydot` and `graphviz` which fixes some sharp edges

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ghissue2docs

The package converts github issues into mds/jyputer notebooks. Using nbdev, you can generate issue documentation: https://josiahls.github.io/ghissue2docs/

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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josiahls.github.io

My very own mind dump

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nbdev_template

Template for nbdev projects

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pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

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PyTorchTensorflowForecastML

A master repo for different deep learning forecasting / sequence predicting models.

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PyTorchTensorflowImageML

Demonstrates simple model training and testing using 2 popular machine learning frameworks.

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RoboGrammar

RoboGrammar: Graph Grammar for Terrain-Optimized Robot Design (SIGGRAPH Asia 2020)

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visual_analytics

Simple Analysis of security related issues.

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