rikirolly's repositories

aima-data

Data files to accompany the algorithms from Norvig And Russell's "Artificial Intelligence - A Modern Approach"

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aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

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aws-greengrass-samples

Samples for AWS Greengrass

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battleship-reinforcement-learning

AI program for battleship board game based on reinforcement learning, neural network, implemented in tensorflow

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Big-Data-Processing-with-Apache-Spark

Efficiently tackle large datasets and big data analysis challenges using Apache Spark and Python

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BigDL

BigDL: Distributed Deep Learning Library for Apache Spark

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can_xavier

CAN Bus Drive Script

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chainer

A flexible framework of neural networks for deep learning

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CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

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evolution-strategies-starter

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

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frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

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handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

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incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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keras

Deep Learning for humans

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learning-to-learn

Learning to Learn in TensorFlow

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machine-learning-using-k8s

Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS

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MachineLearningNotebooks

Use the sample notebooks in this repo to explore the Azure Machine Learning service. Start with the 01.getting-started notebooks.

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models

Models and examples built with TensorFlow

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MSDNet

Multi-Scale Dense Networks for Resource Efficient Image Classification (ICLR 2018 Oral)

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MultiNEAT

Portable NeuroEvolution Library

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nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning. https://microsoft.github.io/nni/

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notes

Resources to learn more about Machine Learning and Artificial Intelligence

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pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

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TensorFlowOnSpark

TensorFlowOnSpark brings TensorFlow programs onto Apache Spark clusters

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Tidy-Reinforcement-learning

Tensorflow implementation of reinforcement learning (PG, A2C, DQN, DDPG, PPO, HER, SAC).

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trfl

TensorFlow Reinforcement Learning

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