An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up processing, and attention (consensus between columns), for emergent part-whole heirarchies from data
☆196Mar 27, 2021Updated 5 years ago
Alternatives and similar repositories for glom-pytorch
Users that are interested in glom-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of 2021 paper by Geoffrey Hinton: "How to represent part-whole hierarchies in a neural network" in Pytorch.☆57Mar 29, 2021Updated 5 years ago
- A GPT, made only of MLPs, in Jax☆59Jun 23, 2021Updated 5 years ago
- Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper☆155Apr 27, 2021Updated 5 years ago
- Implementation of Token Shift GPT - An autoregressive model that solely relies on shifting the sequence space for mixing☆49Jan 27, 2022Updated 4 years ago
- Contrastive Language-Audio Pretraining☆15May 18, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch☆125Feb 22, 2021Updated 5 years ago
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆99Dec 31, 2021Updated 4 years ago
- An open source implementation of CLIP.☆33Nov 7, 2022Updated 3 years ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆306Dec 27, 2021Updated 4 years ago
- Implementation of COCO-LM, Correcting and Contrasting Text Sequences for Language Model Pretraining, in Pytorch☆46Mar 3, 2021Updated 5 years ago
- PyTorch implementation of GLOM☆23Apr 1, 2022Updated 4 years ago
- Usable implementation of Emerging Symbol Binding Network (ESBN), in Pytorch☆25Jan 6, 2021Updated 5 years ago
- Pytorch reimplementation of Molecule Attention Transformer, which uses a transformer to tackle the graph-like structure of molecules☆58Dec 2, 2020Updated 5 years ago
- Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification☆133Apr 1, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Local Attention - Flax module for Jax☆22May 26, 2021Updated 5 years ago
- Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch☆81Dec 4, 2022Updated 3 years ago
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆126Nov 13, 2020Updated 5 years ago
- Contrastive Language-Image Pretraining☆147Sep 6, 2022Updated 3 years ago
- ☆21Mar 15, 2023Updated 3 years ago
- Implementation of Cross Transformer for spatially-aware few-shot transfer, in Pytorch☆54Mar 30, 2021Updated 5 years ago
- An attempt to merge ESBN with Transformers, to endow Transformers with the ability to emergently bind symbols☆16Aug 3, 2021Updated 4 years ago
- Implementation of Tranception, an attention network, paired with retrieval, that is SOTA for protein fitness prediction☆32Jun 19, 2022Updated 4 years ago
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆730Aug 25, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of Multistream Transformers in Pytorch☆54Jul 31, 2021Updated 4 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆145Mar 24, 2025Updated last year
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,214Jun 8, 2026Updated 3 weeks ago
- Implementation of Invariant Point Attention, used for coordinate refinement in the structure module of Alphafold2, as a standalone Pytorc…☆171Nov 25, 2022Updated 3 years ago
- ☆27Mar 13, 2021Updated 5 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆189Jun 24, 2022Updated 4 years ago
- Implementation of Feedback Transformer in Pytorch☆108Mar 2, 2021Updated 5 years ago
- Refactoring dalle-pytorch and taming-transformers for TPU VM☆60Aug 30, 2021Updated 4 years ago
- Implementation of the GLOM model for text☆11Mar 4, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An implementation of (Induced) Set Attention Block, from the Set Transformers paper☆70Jun 8, 2026Updated 3 weeks ago
- Official implementation of the paper Visual Parser: Representing Part-whole Hierarchies with Transformers☆120Aug 12, 2021Updated 4 years ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,528Nov 18, 2020Updated 5 years ago
- Implementation of Discrete Key / Value Bottleneck, in Pytorch☆88Jul 9, 2023Updated 2 years ago
- Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pyt…☆77Jun 8, 2021Updated 5 years ago
- Fully featured implementation of Routing Transformer☆300Nov 6, 2021Updated 4 years ago
- A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network☆153Mar 12, 2021Updated 5 years ago