diehlj

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

fast-stable-diffusion

fast-stable-diffusion + DreamBooth

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

openplayground

An LLM playground you can run on your laptop

vscode-neovim

Vim mode for VSCode, powered by Neovim

torchscale

Foundation Architecture for (M)LLMs

ImplicitCAD

A math-inspired CAD program in haskell. CSG, bevels, and shells; 2D & 3D geometry; 2D gcode generation...

chatgpt-vscode

Your best AI pair programmer in VS Code

zsh-autoenv

Autoenv for zsh

cpdf-binaries

PDF Command Line Tools binaries for Linux, Mac, Windows

tracr

hypergraphx

HGX is a multi-purpose, open-source Python library for higher-order network analysis

in-context-learning

dino-diffusion

Bare-bones diffusion model code

FingerJoints

Fusion 360 add-in for creating finger joints

attention-primer

A demonstration of the attention mechanism with some toy experiments and explanations.

progress-measures-paper

diffusionjax

diffusionjax is a simple and accessible diffusion models package in JAX

mrsqm

tieval

An Evaluation Framework for Temporal Information Extraction Systems

HERMES

HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent eigenvalues).

inference-suboptimality

Code for "Inference Suboptimality in Variational Autoencoders"

graph-homomorphism-network

Graph Homomorphism Convolution (ICML'20)

Inference-Suboptimality

Code for 'Inference Suboptimality in Variational Autoencoders'

homsearch

Graph homomorphism and retract searching

irrICC

Intraclass Correlation Coefficients as Measures of Agreement

Inference-Suboptimality

Group 9's replication of the Inference Suboptimality in Variational Autoencoders paper, adapting code from (https://github.com/lxuechen/inference-suboptimality) and (https://github.com/chriscremer/Inference-Suboptimality)

journal_targeter

Web app for journal suitability metrics, based on manuscript title, abstract and references.