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2025

Astro template for PyTorch to ONNX model inference, client only ↗
Spanish
Feb 23, 2025

Checkpoints: What you should be doing in all your code ↗
Spanish
Feb 15, 2025

Python 3.13t ↗
Spanish
Feb 9, 2025
2024

Self-hosting plausible for +350k daily users for $5
Mar 29, 2024
2021

Jupyter-Flex
Apr 15, 2021

NBViewer.JS
Apr 1, 2021
2020

Demucs App
Oct 10, 2020
2018

Polyaxon, Argo and Seldon for model training, package and deployment in Kubernetes
Oct 13, 2018

Notes: Production Model Deployment
Sep 27, 2018

word2vec app with Algorithmia
Sep 9, 2018

Spark & Livy together in hell (kerberos)
Sep 2, 2018

Hadoop and Kerberos a love story
Sep 1, 2018

My thoughts on Dota OpenAI Five
Aug 14, 2018

Notes for: Fast.ai 2018 - Lesson 4: Structured data, time series and language models
Aug 7, 2018

Notes for: Fast.ai 2018 - Lesson 3: Understanding convolutions
Jul 31, 2018

Notes for: Fast.ai 2018 - Lesson 2: Image Classification with CNN
Jul 27, 2018

Notes for: Fast.ai 2018 - Lesson 1: Intro to DNN and Image classification
Jul 27, 2018

Notes for: TGIK 007-009: Building a Controller
Jul 20, 2018

Notes for: TGIK 005: Pod Params and Probes
Jul 15, 2018

Notes for: TGIK 004: RBAC
Jul 14, 2018

Notes for: Istio and Kubernetes
Jul 14, 2018

Notes for: TGIK 003: Istio
Jul 14, 2018

Notes for: TGIK 002: Networking and Services
Jul 14, 2018

Notes for: TGIK 001: A quick tour
Jul 14, 2018

Notes: You can't do data science in a GUI
Jul 7, 2018

Green
Jun 24, 2018

Talk @ AnacondaCON 2018: Deploying Python and R to Spark
Apr 17, 2018
2016

Jupyter Notebook Cloudera CSD
Oct 29, 2016

Jupyter Hub on Kubernetes Part II: NFS
Sep 10, 2016

Jupyter Hub on Kubernetes with LDAP
Sep 3, 2016

Talk @ Spark Summit 2015: Connecting python to the Spark Ecosystem
Jun 8, 2016

ReproduceIt: Name Trends
Feb 23, 2016
2015

Talk @ PyData NYC 2015: Querying 1.6 billion reddit comments with python
Dec 4, 2015

Multicorn in Docker + conda for Postgres Foreign Data Wrappers in Python
Oct 6, 2015

Crawling with Python, Selenium and Docker
Sep 28, 2015

ReproduceIt: Reddit word count
Jul 21, 2015

ReproduceIt: FiveThirtyEight - How Baltimore’s Young Black Men Are Boxed In
May 15, 2015

ReproduceIt: FiveThirtyEight - The Three Types Of Adam Sandler Movies
May 1, 2015

ReproduceIt
Apr 30, 2015
2014

From zero to storm cluster for scikit-learn classification
Aug 1, 2014

IPython.parallel cluster using salt
Apr 18, 2014

Impala to python: ODBC and thrift
Feb 28, 2014
2013

One-liner: Deploy python scipy stack with IPython notebook on AWS
Nov 27, 2013

Review: Harvard Data Science - Fall 2013
Nov 23, 2013

NLP at scale: Semafor + salt + celery and more
Nov 17, 2013

Month-Log.oct.2013
Oct 31, 2013

word2vec in yhat: Word vector similarity
Sep 21, 2013

Django + Celery + Readability = Python relevant content crawler
Sep 11, 2013

Relevant content blog crawler
Aug 20, 2013

A not so basic neural network on python
Jul 27, 2013

Basic [1 hidden layer] neural network on Python
Jul 3, 2013

Extracting NBA data from ESPN
Apr 1, 2013

Plugin for blogging with IPython notebooks in Pelican
Mar 8, 2013

Kaggle bulldozers: Basic cleaning
Mar 7, 2013

Copper - Quick and automatic data transformation
Feb 13, 2013

Using D3, backbone and tornado to visualize histograms of a csv file
Feb 5, 2013

Coursera Data Analysis - Quiz 2 on python
Feb 4, 2013

New blog using Jekyll & IPython
Jan 31, 2013

Copper - Bootstrap and Bagging
Jan 30, 2013

Copper - Machine Learning
Jan 27, 2013

Copper - Easy data analysis and machine learning on python
Jan 26, 2013

Python to replace SAS Enterprise Miner (basic)
Jan 2, 2013
2012

Python Finance Package v0.035 - Event study and market simulator Integration
Dec 28, 2012

Python Finance Package v0.03 – Date Utils, Lists Utils, Event Studies
Dec 26, 2012

Python Finance Package v0.02: Basic Utils and Market Simulator
Dec 17, 2012

Python Finance Package v0.01 - Data Manager
Dec 13, 2012

Using cloud9 to save computing power and to code from everywhere too
Nov 3, 2012

Making your own DDNS with Django and AppFog
Oct 20, 2012

Desktop app to easily create new tasks on all task management web apps
Oct 14, 2012

Creating a blog in 2012
Oct 5, 2012