Thomas J. Fan

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

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

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

slides-template-hugo. JavaScript

ml-workshop-intermediate-2-of-2. Jupyter Notebook

ml-workshop-intermediate-1-of-2. Jupyter Notebook

ml-workshop-advanced. Jupyter Notebook

ansible-docker-swarm-role. Configures a Docker Swarm cluster.

rustimport_jupyter. Jupyter and iPython magic for compiling Python extensions written in Rust

data-umbrella-2020-streamlit-ml. Jupyter Notebook

pydata-2019-histgradientboosting. Jupyter Notebook

skconfig. Experimental library for sampling and validating scikit-learn parameters

sklearn-repo-status. Python

ml-workshop-intermediate-v2. Jupyter Notebook

pydata-nyc-meetup-2024-stumpy. Time Series EDA with STUMPY

pydata-nyc-2024-cython-in-scikit-learn. HTML

scipy-2022-poisson. Jupyter Notebook

parallelism-python-libraries-design. CSS

pytorch_unet. Hassle Free UNet Implementation

slides-template-quarto. SCSS

scipy-2021-streamlit-demo. Jupyter Notebook

scikit-learn. scikit-learn: machine learning in Python

pydata2018_dc_skorch. Pydata DC 2018 (Skorch - A Union of Scikit-learn and PyTorch)

scipy-2021-streamlit. CSS

scipy-2023-too-parallel. HTML

skorch_talk. Talk covering the features of skorch

pydata-nyc-2022-parallelism. HTML

ansible-setup-user-role. Setups User and SSH keys

ansible-ufw-cluster-role. Configures UFW to allow port access between a cluster of hosts.

sklearn-set_output-material. CSS

ansible-docker-role. Installs Docker-CE on an Ubuntu 16.04

nyc-python-2020-lightning-how-calibrated-are-you. Jupyter Notebook

skorch. A scikit-learn compatible neural network library that wraps pytorch

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

skvalid. Lightweight scikit-learn validation framework

ml-workshop-intro-v3. Jupyter Notebook

ml-workshop-intro-v2. Jupyter Notebook

array-api. RFC document, tooling and other content related to the array API standard

data-umbrella-2020-streamlit-slides. Data Umbrella 2020 streamlit slides

cookiecutter-polars-plugins. Project template for Polars Plugins

astropy. Astronomy and astrophysics core library

segment-anything-fast. A batched offline inference oriented version of segment-anything

cml.dev. 🔗 CML website and documentation

array-api-compat-feedstock. A conda-smithy repository for array-api-compat.

bayeux. State of the art inference for your bayesian models.

flytectl. A cross platform CLI for Flyte. Written in Golang. Offers an intuitive interface to Flyte https://docs.flyte.org/projects/flytectl/en/latest/

cachey. Caching based on computation time and storage space