lucidrains / genetic-algorithm-pytorchLinks
Toy genetic algorithm in Pytorch
☆55Updated 9 months ago
Alternatives and similar repositories for genetic-algorithm-pytorch
Users that are interested in genetic-algorithm-pytorch are comparing it to the libraries listed below
Sorting:
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆123Updated last year
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆55Updated 10 months ago
- Explorations into the recently proposed Taylor Series Linear Attention☆100Updated last year
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆51Updated last year
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆59Updated 2 years ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆92Updated last year
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆47Updated 2 years ago
- Implementation of Infini-Transformer in Pytorch☆112Updated last year
- Implementation of a Light Recurrent Unit in Pytorch☆49Updated last year
- Implementation of 2-simplicial attention proposed by Clift et al. (2019) and the recent attempt to make practical in Fast and Simplex, Ro…☆46Updated 5 months ago
- Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster☆71Updated 8 months ago
- Implementation of Agent Attention in Pytorch☆93Updated last year
- Explorations into adversarial losses on top of autoregressive loss for language modeling☆41Updated last month
- Utilities for PyTorch distributed☆25Updated 11 months ago
- Implementation of a holodeck, written in Pytorch☆18Updated 2 years ago
- Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learnin…☆21Updated this week
- Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise☆40Updated last year
- My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other h…☆54Updated 2 years ago
- CUDA implementation of autoregressive linear attention, with all the latest research findings☆46Updated 2 years ago
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆73Updated 2 months ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆25Updated last year
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆172Updated last week
- Implementation of Metaformer, but in an autoregressive manner☆26Updated 3 years ago
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆37Updated last year
- ResiDual: Transformer with Dual Residual Connections, https://arxiv.org/abs/2304.14802☆97Updated 2 years ago
- Recursive Leasting Squares (RLS) with Neural Network for fast learning☆59Updated 2 years ago
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆103Updated last year
- Implementation of a modular, high-performance, and simplistic mamba for high-speed applications☆40Updated last year
- Exploration into the Firefly algorithm in Pytorch☆41Updated 11 months ago
- Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto☆57Updated last year