lucidrains / genetic-algorithm-pytorchLinks
Toy genetic algorithm in Pytorch
☆52Updated 6 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:
- Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network☆51Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆119Updated last year
- Explorations into the recently proposed Taylor Series Linear Attention☆99Updated 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…☆47Updated 2 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆90Updated last year
- Exploring an idea where one forgets about efficiency and carries out attention across each edge of the nodes (tokens)☆55Updated 7 months ago
- Implementation of the Kalman Filtering Attention proposed in "Kalman Filtering Attention for User Behavior Modeling in CTR Prediction"☆59Updated 2 years ago
- Implementation of an Attention layer where each head can attend to more than just one token, using coordinate descent to pick topk☆46Updated 2 years ago
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆91Updated 4 months ago
- Implementation of Agent Attention in Pytorch☆91Updated last year
- Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster☆71Updated 5 months ago
- Implementation of Gradient Agreement Filtering, from Chaubard et al. of Stanford, but for single machine microbatches, in Pytorch☆25Updated 9 months ago
- Explorations into the proposal from the paper "Grokfast, Accelerated Grokking by Amplifying Slow Gradients"☆103Updated 10 months ago
- Implementation of Infini-Transformer in Pytorch☆113Updated 10 months ago
- An annotated implementation of the Hyena Hierarchy paper☆34Updated 2 years ago
- 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☆45Updated 2 years ago
- The Gaussian Histogram Loss (HL-Gauss) proposed by Imani et al. with a few convenient wrappers for regression, in Pytorch☆67Updated 3 months ago
- Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise☆39Updated last year
- Exploration into the Firefly algorithm in Pytorch☆41Updated 8 months ago
- Implementation of a holodeck, written in Pytorch☆18Updated 2 years ago
- Implementation of a Light Recurrent Unit in Pytorch☆49Updated last year
- Implementation of Metaformer, but in an autoregressive manner☆26Updated 3 years ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆52Updated 2 years ago
- ResiDual: Transformer with Dual Residual Connections, https://arxiv.org/abs/2304.14802☆96Updated 2 years ago
- Implementation and explorations into Blackbox Gradient Sensing (BGS), an evolutionary strategies approach proposed in a Google Deepmind p…☆20Updated 3 months ago
- Implementation of the Llama architecture with RLHF + Q-learning☆167Updated 9 months ago
- JAX/Flax implementation of the Hyena Hierarchy☆34Updated 2 years ago
- High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial…☆45Updated last year
- Explorations into adversarial losses on top of autoregressive loss for language modeling☆38Updated 8 months ago