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openimagetraining

This repo has code for automating the training of 545 object detection categories in OpenImages dataset

oreilly-kubernetes

O'Reilly Online Training for Kubernetes

oreilly_advanced_sql_for_data

Resources for the O'Reilly Online Training "Advanced SQL For Data Analysis"

package-scan

paper-mtmc

A repo of awesome papers about multi target multi camera tracking

papermill

📚 Parameterize, execute, and analyze notebooks

personalizedimageaesthetics

Personalized Image Aesthetics (http://openaccess.thecvf.com/content_iccv_2017/html/Ren_Personalized_Image_Aesthetics_ICCV_2017_paper.html)

pigeon

🐦 Quickly annotate data from the comfort of your Jupyter notebook

pipeline

PipelineAI: End-to-End ML and AI Platform for Real-time Spark and Tensorflow Data Pipelines

practical_rl

A course in reinforcement learning in the wild

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 ;)

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pymatch

python-cf-examples

Examples of simple Cloud Foundry apps using Python

python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

python-web-scraping-tutorial

A Python-based web and data scraping tutorial

pytorch_modelsize

Estimates the size of a PyTorch model in memory

pytudes

Python programs to practice or demonstrate skills.

raspberry-pi-os

Learning operating system development using Linux kernel and Raspberry Pi

recmetrics

A library of metrics for evaluating recommender systems

recommenders

Best Practices on Recommendation Systems

research-ms-loss

MS-Loss: Multi-Similarity Loss for Deep Metric Learning

rlss2017

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

s3-multipart

Utilities to do parallel upload/download with Amazon S3

sagemaker-dashboards-for-ml

sagemaker-explaining-credit-decisions

Amazon SageMaker Solution for explaining credit decisions.

sagemaker-safe-deployment-pipeline

Safe deployment pipeline for Amazon SageMaker

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

scikit-learn

scikit-learn: machine learning in Python