scDFM: Distributional Flow Matching for Robust Single-Cell Perturbation Prediction (ICLR 2026)
☆55Apr 22, 2026Updated 4 months ago
Alternatives and similar repositories for scDFM
Users that are interested in scDFM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo is the code for T-SCEND, a novel framework that significantly improves diffusion model’s reasoning capabilities with better ene…☆26Oct 19, 2025Updated 10 months ago
- ☆62Aug 23, 2026Updated 3 weeks ago
- [ICLR 2025] CL-DiffPhyCon achieves closed-loop diffusion control of physical systems with significant speedup of sampling efficiency☆30Oct 19, 2025Updated 10 months ago
- Modeling complex perturbations with CellFlow☆159Updated this week
- ☆185Jan 30, 2026Updated 7 months 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.
- pytorch dataloaders for single-cell perturbation data☆52Jul 18, 2026Updated last month
- Interpret perturbation responses from scRNA-seq perturbation experiments☆17Mar 4, 2025Updated last year
- ☆30Apr 15, 2026Updated 4 months ago
- GenePert: Leveraging GenePT Embeddings for Gene Perturbation Prediction☆21Oct 29, 2024Updated last year
- Comprehensive suite for evaluating perturbation prediction models☆157Jul 27, 2026Updated last month
- State is a machine learning model that predicts cellular perturbation response across diverse contexts☆678Jul 24, 2026Updated last month
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆65Mar 8, 2026Updated 6 months ago
- Group-wise release of ProtiCelli, including core code deveplopment.☆26Updated this week
- [🔥ICLR26 Oral] RealPDEBench: A Benchmark for Complex Physical Systems with Paired Real-World and Simulated Data☆122Jul 16, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- AetherCell is a hierarchical generative framework designed to predict context-specific transcriptomic responses to drugs and genetic pert…☆21Sep 2, 2026Updated last week
- Frontiers in Computer Science and Technology 2026 Spring☆43Jun 7, 2026Updated 3 months ago
- VCWorld: A Biological World Model for Virtual Cell Simulation☆70May 29, 2026Updated 3 months ago
- A Predictive World Model of the Transcriptome☆35Oct 18, 2025Updated 10 months ago
- ☆97Aug 10, 2026Updated last month
- ☆21Aug 17, 2026Updated 3 weeks ago
- This repository implements the winning solution for the single cell perturbation problems☆16Dec 22, 2023Updated 2 years ago
- physics-informed neural network based method for solving single-cell population dynamics☆17Jun 23, 2026Updated 2 months ago
- Single-Cell (Perturbation) Model Library☆129Jul 27, 2026Updated last month
- 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.
- CellNavi is a deep learning framework designed to predict genes driving cellular transitions.☆55Jul 10, 2026Updated 2 months ago
- single-cell latent diffusion model☆63Updated this week
- A model developed for the generation of scRNA-seq data☆95Jan 21, 2026Updated 7 months ago
- Perturbational analysis by causality-aware generative model for single-cell RNA-sequencing data☆23Dec 16, 2025Updated 8 months ago
- Temporal Graph Rewiring Method with Expander Graphs☆12Oct 18, 2024Updated last year
- ☆37Jul 27, 2026Updated last month
- Codebase for training the SubCell models☆24Updated this week
- ☆95Jul 18, 2025Updated last year
- Official repository for the Protriever paper☆17Jun 5, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Tahoe-x1 is a single cell foundation model designed for gigascale datasets☆163Aug 25, 2026Updated 2 weeks ago
- Stack is a single-cell foundation model that enables in-context learning at inference time.☆162Apr 28, 2026Updated 4 months ago
- X-Cell: a diffusion language model for genome-scale perturbation prediction☆113Mar 16, 2026Updated 5 months ago
- Official implementation of "CellFlux: Simulating Cellular Morphology Changes via Flow Matching" (ICML 2025)☆43Sep 3, 2025Updated last year
- An offical repo for paper "Single-cells are Spatial Tokens: Transformers for Spatially Resolved Transcriptomics Data Imputation"☆18Aug 11, 2023Updated 3 years ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现的部分代码改成tensorflow2.0的实现☆11Jul 29, 2020Updated 6 years ago
- Flow-based model for learning non-gradient field dynamics☆27Jul 3, 2026Updated 2 months ago