jhyearsley Goto Github PK

allen-institute-ninja-coding

"How to become a bonafide Allen Institute Coding Ninja." A presentation I gave summarizing my work at the Allen Institute.

allen_brain_observatory_sdk

basic-class-implementations

Practice implementing simple classes in Python

chatbot

MongoDB Chatbot Framework. Powered by MongoDB and Atlas Vector Search.

combinatorics

Solving Interview Problems Analytically: The "Platonic" version of a whiteboard interview. What's even cooler is that everything is an IPython Jupyter Notebook.

compsci-papers

Influential computer science papers

datascience

Some of my documented efforts to teach myself datasciency stuff. There are some tutorials in here if you're interested.

dipde

dspy

DSPy: The framework for programming with foundation models

googleoauthflow

A "Build It To Learn It" (BITLI) project for doing user authentication with Google. Yes, it's reusable. Possibly inspired by someone else...

http-server

a simple zero-configuration command-line http server

image_processing

images

jhyearsley.github.io

I Infinite Regress

johntube

Another "Build It To Learn It" project. Who knew you could make youtube with youtube's API's?! Thanks for the idea Stephen.

katielink

Hey!

mlreview_notebooks

Jupyter notebooks for "A high-bias, low-variance introduction to Machine Learning for physicists"

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

node-course-web-server

nwb-schema

open-games-hs

Haskell implementation of open games

patterns

An online open-source database of software patterns reviewed and curated by the Green Software Foundation across a wide range of categories.

prerender-spa-plugin

Prerenders static HTML in a single-page application.

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 ;)

pynwb

python-bioimage-analysis-tutorial

The new and improved 2018 version of the EMBL Python BioImage Analysis Tutorial. Now finally in python 3!

python-c-scicomputing

Check it out. Especially if you want to: model the Collatz Conjecture, need some fast python matrix algorithms, perform parellelized integration, or model how heat flows through your home.

refactoring-practice

Practice Refactoring Python Code

retinotopic_mapping

Really epic Computational Neuroscience package that anyone can use for studying the visual cortex! Part of the project I worked on at the Allen Institute for Brain Science.

scikit-learning-tutorial