zikkat

Houston_Data_Analytics

This repository will contain OSDS meetup sessions code

SPE_Workshop

advance-bayesian-modelling-with-PyMC3

Anomaly_Detection_OSDS_meetup

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

bilberry-hugo-theme

Premium theme for the hugo site builder. DEMO:

create-react-app

Set up a modern web app by running one command.

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

deeplearning-models

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

DeepLearningPython35

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

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

DLWorkshop_AD

AutoEncoders for Anomaly

evolution-strategies-starter

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

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.

keras

Deep Learning for humans

navigation

Unity Banana Maximizer

numerical-linear-algebra

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

oc-nn

Models for one class neural networks

PrecisionWorkshop1_Prep

Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling

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 ;)

pyprobml

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

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

resources

PyMC3 educational resources

rlpyt

Reinforcement Learning in PyTorch

stat_rethinking_2020

Statistical Rethinking Course Winter 2020/2021

StatisticalRethinkingTuring.jl

StatisticalRethinking using Turing and Pluto notebooks

TAMU_Feb_2020_Python

ThinkBayes

Code repository for Think Bayes.

whatathem

A customizable Jekyll Portfolio theme which supports blogging.

zeppelin_Fault_detection_RNN

This repository demonstrates Fault detection on Zeppelin