geoffreyroeder Goto Github PK

100daysofmakie

100 days of Makie examples

airgradient-arduino

annotated-s4-tutorial

Implementation of https://srush.github.io/annotated-s4

awesome-jax

JAX - A curated list of resources https://github.com/google/jax

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

d3highdimvis

Project for information visualization seminar

design-motifs

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

doom-emacs

An Emacs framework for the stubborn martian hacker

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

estool

Evolution Strategies Tool

evolution-strategies-starter

Starter code for Evolution Strategies

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fasttext

Library for fast text representation and classification.

geoffreyroeder.github.io

Geoffrey's research blog

gym

A toolkit for developing and comparing reinforcement learning algorithms.

heat-engine

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

ignite

intro_ml_libs

iwae

Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT

jraph

A Graph Neural Network Library in Jax

kaleidosynth

latex-templates

A collection of LaTeX templates used for research, courses, and miscellanea.

learning-chaotic-dynamics

learning-to-learn

Learning to Learn in TensorFlow

mc_gradients

models

Models built with TensorFlow

openai-chat-api-workflow

🎩 An Alfred Workflow for using OpenAI Chat API to interact with GPT-3.5/GPT-4 🤖 It also allows image generation using DALL-E API 🖼️ and speech-to-text conversion using Whisper API 🎤

parmesan

Variational and semi-supervised neural network toppings for Lasagne