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aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

airflow-kubernetes

airflowpipes

Demo data pipelines using Airflow and Docker

aws_utils

A collection of AWS wrapper functions

basic-airflow

basic airflow setup in Docker image

beginners-pytorch-deep-learning

Repository for scripts and notebooks from the book: Beginner’s Guide to Using PyTorchfor Deep Learning

best-readme-template

An awesome README template to jumpstart your projects!

change-detection-tutorial

Tutorial on change detection in time series data

covid-19

A collection of work related to COVID-19

data-simulator

Python based data simulators for R&D

datasets

A collection of datasets of ML problem solving

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

effectivetensorflow

TensorFlow tutorials and best practices.

generative-deep-learning-code-in-pytorch

The code repository for examples in the O'Reilly book 'Generative Deep Learning' using Pytorch

glove

GloVe model for distributed word representation

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kinesis-dstream

kinesis data streaming pipelines

light-bootstrap-dashboard

Light Bootstrap Dashboard is an admin dashboard template designed to be beautiful and simple.

nlp_pytorch

nodeapp

custom javascript codes

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 ;)

purejs

Collection HTML CSS JS scripts

python-dsa

Python Implementation of Common Data Structures and Algorithms

python-patterns

A collection of design patterns/idioms in Python

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

redshift-data-model

data modeling with dbt with redshift as source

sample-flask

A sample flask application utilizing Docker

scala-dsa