zikkat's repositories
Houston_Data_Analytics
This repository will contain OSDS meetup sessions code
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
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.
navigation
Unity Banana Maximizer
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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
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