mingyin0312 / RL4GenomeBenchLinks
Official implementation for the paper "Toward Scientific Reasoning in LLMs: Training from Expert Discussions via Reinforcement Learning"
☆46Updated 2 months ago
Alternatives and similar repositories for RL4GenomeBench
Users that are interested in RL4GenomeBench are comparing it to the libraries listed below
Sorting:
- BioDiscoveryAgent is an LLM-based AI agent for closed-loop design of genetic perturbation experiments☆85Updated last month
- ChatCell: Facilitating Single-Cell Analysis with Natural Language☆52Updated 2 months ago
- ☆17Updated 5 months ago
- Code and data for Cell-o1.☆21Updated last month
- Orthrus is a mature RNA model for RNA property prediction. It uses a mamba encoder backbone, a variant of state-space models specifical…☆76Updated 3 weeks ago
- BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models https://arxiv.org/abs/2308.16458☆49Updated last month
- Evaluation dataset for AI systems intended to benchmark capabilities foundational to scientific research in biology☆81Updated last month
- [NeurIPS 2024] BEACON: Benchmark for Comprehensive RNA Tasks and Language Models☆49Updated last year
- Agent self-driven repository on bio-agent papers, i.e. papers on LLM-based agents in biology and medicine.☆65Updated last week
- Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks☆28Updated 3 months ago
- ☆72Updated last year
- A curated list of LLM powered AI Agents in Biomedical Research. Medical Image Analysis, Multi-omics Genomics Analysis, Biomedical Scienti…☆48Updated 8 months ago
- ☆43Updated last year
- Retrieved Sequence Augmentation for Protein Representation Learning☆53Updated last year
- A Biological Foundation Model Bridging the Gap between Molecular Sequences Through Central Dogma☆27Updated 5 months ago
- Madrigal: Multimodal AI predicts clinical outcomes of drug combinations from preclinical data☆35Updated last month
- KGWAS: novel genetics discovery enabled by massive functional genomics knowledge graph☆73Updated 5 months ago
- Sequential Optimal Experimental Design of Perturbation Screens Guided by Multimodal Priors☆40Updated last year
- Gene expression time-series extrapolation for heterogeneous data☆17Updated 2 years ago
- ☆84Updated 2 weeks ago
- Implementation of AlphaGenome, Deepmind's updated genomic attention model☆65Updated 3 weeks ago
- ☆78Updated 2 years ago
- CRISPSR-GPT LLM Agent Public Welcome Page☆85Updated 2 weeks ago
- ☆40Updated 4 months ago
- Must-read papers on AI for Biology☆19Updated last year
- Pretraining infrastructure for multi-hybrid AI model architectures☆181Updated last month
- Benchmark for LLM-based Agents in Computational Biology☆50Updated 2 months ago
- Benchmarking DNA Language Models on Biologically Meaningful Tasks☆123Updated 10 months ago
- Primary RNA sequence model☆38Updated last year
- AI-Driven Digital Organism (AIDO) is a system of multiscale foundation models for predicting, simulating and programming biology at all l…☆121Updated last month