Guruprasad93 / FlexibleMachineLearningLinks
A sample code sample to accompany the paper titled "Engineering flexible machine learning systems by traversing functionally-invariant paths"
☆13Updated last year
Alternatives and similar repositories for FlexibleMachineLearning
Users that are interested in FlexibleMachineLearning are comparing it to the libraries listed below
Sorting:
- A scientific reasoning model, dataset, and reward functions for chemistry.☆152Updated 3 months ago
- Source code of MOLLEO☆53Updated 7 months ago
- A Modular Architecture for Deep Learning Systems☆53Updated 8 months ago
- Benchmark for Biophysical Sequence Optimization Algorithms☆20Updated 8 months ago
- Geometric Deep Learning @ University of Cambridge☆26Updated 11 months ago
- Fine-tuning Galactica and Gemma to operate on SMILES. Integrates into a molecular optimization algorithm.☆36Updated 11 months ago
- ☆40Updated 7 months ago
- Uncover meaningful structures of latent spaces learned by generative models with flows!☆43Updated last year
- A Fast, Simplified Model for Molecular Generation with Improved Physical Quality☆25Updated 4 months ago
- Minimal AlphaFold☆56Updated last year
- Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language☆109Updated last month
- A diffusion model for structure-based drug design with faster inference from learned representations of protein structure.☆31Updated 2 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆74Updated last year
- [ICML 25] We train and evaluate SAEs to identify interpretable features in pLMs and show their potential for scientific discovery.☆123Updated 3 weeks ago
- ☆60Updated last year
- Lagrangian formulation of Doob's h-transform allowing for efficient rare event sampling☆54Updated 10 months ago
- RNAPro is a state-of-the-art RNA 3D folding model developed in collaboration with the hosts and winners of the Stanford RNA 3D Folding Ka…☆51Updated 3 weeks ago
- Source code for RNA-FrameFlow: SE(3) Flow Matching for 3D RNA Backbone Design☆92Updated 3 months ago
- Framework enabling modular interchange of language agents, environments, and optimizers☆121Updated this week
- [ICLR 2022] Data-Efficient Graph Grammar Learning for Molecular Generation☆99Updated 2 years ago
- Protein Design with Guided Discrete Diffusion☆140Updated last year
- ☆55Updated 6 months ago
- Official repository for discrete Walk-Jump Sampling (dWJS)☆55Updated 2 years ago
- Lbster: Language models for Biological Sequence Transformation and Evolutionary Representation☆146Updated last week
- ☆34Updated 11 months ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆77Updated 2 years ago
- Official repository for discrete Walk-Jump Sampling (dWJS)☆58Updated last year
- Language models for drug discovery using torchrl☆113Updated 4 months ago
- ☆13Updated last year
- AbBFN2: A flexible antibody foundation model based on Bayesian Flow Networks☆37Updated 8 months ago