Alternatives and similar repositories for ML-from-scratch-seminar

Users that are interested in ML-from-scratch-seminar are comparing it to the libraries listed below

• Animadversio / DiffusionFromScratch
  Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series
  ☆222Updated 11 months ago
• gmongaras / Diffusion_models_from_scratch
  Creating a diffusion model from scratch in PyTorch to learn exactly how they work.
  ☆391Updated 9 months ago
• oreilly-japan / deep-learning-from-scratch-5
  『ゼロから作る Deep Learning ❺』(O'Reilly Japan, 2024)
  ☆405Updated last year
• cloneofsimo / minDiffusion
  Self-contained, minimalistic implementation of diffusion models with Pytorch.
  ☆1,136Updated 3 years ago
• yuanchenyang / smalldiffusion
  Simple and readable code for training and sampling from diffusion models
  ☆681Updated 6 months ago
• borjanG / 2023-transformers-rotf
  Codes for the paper "A mathematical perspective on Transformers".
  ☆39Updated last year
• jsbaan / transformer-from-scratch
  Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.
  ☆273Updated last year
• Subhajit135 / CS236_DGM
  🦍 Stanford CS236 : Deep Generative Models
  ☆156Updated 6 years ago
• BrianPulfer / PapersReimplementations
  Personal short implementations of Machine Learning papers
  ☆252Updated 2 years ago
• tintn / vision-transformer-from-scratch
  A Simplified PyTorch Implementation of Vision Transformer (ViT)
  ☆227Updated last year
• deepgenerativemodels / notes
  Course notes
  ☆737Updated last year
• tmabraham / diffusion_reading_group
  Diffusion Reading Group at EleutherAI
  ☆334Updated 2 years ago
• AakashKumarNain / diffusion_models
  All about the fundamentals and working of Diffusion Models
  ☆159Updated 3 years ago
• tonyduan / diffusion
  From-scratch diffusion model implemented in PyTorch.
  ☆99Updated last year
• mikonvergence / DiffusionFastForward
  DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
  ☆674Updated 2 years ago
• kuleshov-group / dgm-resources
  ☆55Updated last year
• iShohei220 / adopt
  Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"
  ☆432Updated last year
• helblazer811 / Diffusion-Explorer
  Interactive visualizations of the geometric intuition behind diffusion models.
  ☆923Updated this week
• jmtomczak / intro_dgm
  "Deep Generative Modeling": Introductory Examples
  ☆1,278Updated 4 months ago
• daigo0927 / jax-ddim
  Jax/Flax implementation of Denoising Diffusion Implicit Models
  ☆20Updated 3 years ago
• kvfrans / jax-diffusion-transformer
  Implementation of Diffusion Transformer (DiT) in JAX
  ☆300Updated last year
• Ryota-Kawamura / How-Diffusion-Models-Work
  In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than si…
  ☆171Updated 2 years ago
• srush / annotated-mamba
  Annotated version of the Mamba paper
  ☆493Updated last year
• fastai / fastdiffusion
  Notes and plans for fastdiffusion course
  ☆209Updated 2 years ago
• tanelp / tiny-diffusion
  A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.
  ☆973Updated last year
• gordicaleksa / get-started-with-JAX
  The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…
  ☆776Updated 2 years ago
• azad-academy / denoising-diffusion-model
  A simple guide to diffusion models. Helpful in understanding the concept and practicing with the method.
  ☆223Updated 3 years ago
• explainingai-code / StableDiffusion-PyTorch
  This repo implements a Stable Diffusion model in PyTorch with all the essential components.
  ☆236Updated last year
• Jackson-Kang / Pytorch-Diffusion-Model-Tutorial
  A simple tutorial of Diffusion Probabilistic Models
  ☆108Updated last year
• xbresson / CS6208_2023
  Advanced Topics in Artificial Intelligence, NUS CS6208, 2023
  ☆326Updated 2 years ago