thomasjpfan/ml-journal

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Created over 6 years ago
Updated over 1 year ago

thomasjpfan/ml-journal

thomasjpfan

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Code and notebooks used to produce the analysis done on my blog.

pytorch_refinenet

Pytorch Implementation of Refinenet

redis-cluster-docker-swarm

Redis cluster cache configuration for docker swarm

awesome-python-data-science

A curated list of Python libraries used for data science.

ml-workshop-intro

Introduction to scikit-learn: Machine Learning in Python

Jupyter Notebook

ml-workshop-intermediate-2-of-2

Jupyter Notebook

docker-scaler

Microservice providing a REST API that scales services in Docker Swarm.

slides-template-hugo

ml-workshop-intermediate-1-of-2

Jupyter Notebook

ml-workshop-advanced

Jupyter Notebook

ansible-docker-swarm-role

Configures a Docker Swarm cluster.

data-umbrella-2020-streamlit-ml

Jupyter Notebook

rustimport_jupyter

Jupyter and iPython magic for compiling Python extensions written in Rust

Jupyter Notebook

pydata-2019-histgradientboosting

Jupyter Notebook

skconfig

Experimental library for sampling and validating scikit-learn parameters

pydata2018_dc_skorch

Pydata DC 2018 (Skorch - A Union of Scikit-learn and PyTorch)

Jupyter Notebook

sklearn-repo-status

ml-workshop-intermediate-v2

Jupyter Notebook

scipy-2022-poisson

Jupyter Notebook

scipy-2021-streamlit-demo

Jupyter Notebook

pytorch_unet

Hassle Free UNet Implementation

scipy-2021-streamlit

skorch_talk

Talk covering the features of skorch

Jupyter Notebook

slides-template-quarto

scipy-2023-too-parallel

parallelism-python-libraries-design

ml-workshop-intro-v2

Jupyter Notebook

nyc-python-2020-lightning-how-calibrated-are-you

Jupyter Notebook

skvalid

Lightweight scikit-learn validation framework

pydata-nyc-2022-parallelism

sklearn-set_output-material

ansible-setup-user-role

Setups User and SSH keys

ansible-docker-role

Installs Docker-CE on an Ubuntu 16.04

ansible-ufw-cluster-role

Configures UFW to allow port access between a cluster of hosts.

ml-workshop-intro-v3

Jupyter Notebook

pydata-nyc-meetup-2024-stumpy

Time Series EDA with STUMPY

cookiecutter-data-science

Flexiable data science template with a somewhat logical model experimental support.

odsc_nyc_2019_06_29

data-umbrella-2020-streamlit-slides

Data Umbrella 2020 streamlit slides

libomp-osx-vendor

sk-typing

2020-czi-scikit-learn

ansible-ubuntu-local-runner

Docker image used to test Ansible Roles that needs systemd.

sklearn_experimental_talk

etcd-snapper-b2

ames_housing_hiplot

Jupyter Notebook

azure_pipeline_artifacts

Testing azure pipeline artifacts

2020-richmond-ds-meetup-gradient-boosting

ansible-docker-runner

Ansible runner for testing playbooks with docker connection

bench-slep014

Jupyter Notebook

ansible-rexray-s3fs-role

Ansible role for install Docker 1.13+ style rexray plugin

seaborn-docset

Dash docset for seaborn

sksearchspace

Defines search spaces for scikit-lean estimators

pydata-nyc-meetup-2023-contributing-open-source

cython_memoryview_abi3

odsc-2024-east-flyte

imagespec-fast-builder