lucidrains / genetic-algorithm-pytorch
Toy genetic algorithm in Pytorch
☆39Updated this week
Alternatives and similar repositories for genetic-algorithm-pytorch:
Users that are interested in genetic-algorithm-pytorch are comparing it to the libraries listed below
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆46Updated last year
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆58Updated 2 months ago
- Implementation of a Light Recurrent Unit in Pytorch☆47Updated 6 months ago
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆57Updated last year
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆49Updated 8 months ago
- Implementation of Infini-Transformer in Pytorch☆110Updated 3 months ago
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆50Updated 3 weeks ago
- Implementation of Agent Attention in Pytorch☆89Updated 9 months ago
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆82Updated 2 months ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆24Updated 3 months ago
- CUDA implementation of autoregressive linear attention, with all the latest research findings☆44Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆118Updated 6 months ago
- Implementation of the algorithm detailed in paper "Evolutionary design of molecules based on deep learning and a genetic algorithm"☆22Updated last year
- ☆34Updated last year
- Explorations into the recently proposed Taylor Series Linear Attention☆97Updated 8 months ago
- Explorations into improving ViTArc with Slot Attention☆40Updated 6 months ago
- Exploration into the Firefly algorithm in Pytorch☆38Updated 2 months ago
- Implementation of MambaFormer in Pytorch ++ Zeta from the paper: "Can Mamba Learn How to Learn? A Comparative Study on In-Context Learnin…☆20Updated this week
- Utilities for PyTorch distributed☆24Updated last month
- Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster☆67Updated this week
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 10 months ago
- An annotated implementation of the Hyena Hierarchy paper☆32Updated last year
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆36Updated 7 months ago
- A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.☆18Updated 5 months ago
- My own attempt at a long context genomics model, leveraging recent advances in long context attention modeling (Flash Attention + other h…☆52Updated last year
- Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise☆34Updated 7 months ago
- A simple implementation of [Mamba: Linear-Time Sequence Modeling with Selective State Spaces](https://arxiv.org/abs/2312.00752)☆21Updated last year
- Implementation of a holodeck, written in Pytorch☆17Updated last year
- Implementation of Metaformer, but in an autoregressive manner☆24Updated 2 years ago
- Implementation of the proposed Spline-Based Transformer from Disney Research☆88Updated 5 months ago