zikkat

zikkat

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zikkat's repositories

Houston_Data_Analytics

This repository will contain OSDS meetup sessions code

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Anomaly_Detection_OSDS_meetup

This repository outlines a framework for building an anomaly detection algorithm and deploying into a web app

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bilberry-hugo-theme

Premium theme for the hugo site builder. DEMO:

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create-react-app

Set up a modern web app by running one command.

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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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deeplearning-models

A collection of various deep learning architectures, models, and tips

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DeepLearningPython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

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DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

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DLWorkshop_AD

AutoEncoders for Anomaly

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evolution-strategies-starter

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

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handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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keras

Deep Learning for humans

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navigation

Unity Banana Maximizer

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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oc-nn

Models for one class neural networks

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PrecisionWorkshop1_Prep

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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resources

PyMC3 educational resources

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rlpyt

Reinforcement Learning in PyTorch

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stat_rethinking_2020

Statistical Rethinking Course Winter 2020/2021

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StatisticalRethinkingTuring.jl

StatisticalRethinking using Turing and Pluto notebooks

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ThinkBayes

Code repository for Think Bayes.

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whatathem

A customizable Jekyll Portfolio theme which supports blogging.

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zeppelin_Fault_detection_RNN

This repository demonstrates Fault detection on Zeppelin

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