Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24
☆239Dec 3, 2024Updated last year
Alternatives and similar repositories for DS-Agent
Users that are interested in DS-Agent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆346Jun 19, 2024Updated 2 years ago
- ☆308Dec 4, 2024Updated last year
- ☆33Jun 24, 2024Updated 2 years ago
- Code for paper: "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines"☆11Oct 11, 2024Updated last year
- InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks (ICML 2024)☆198May 29, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- AIDE: AI-Driven Exploration in the Space of Code. The machine Learning engineering agent that automates AI R&D.☆1,437Jul 15, 2026Updated last week
- ☆166Jan 21, 2025Updated last year
- [NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?☆153Aug 26, 2024Updated last year
- MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering☆1,654Apr 24, 2026Updated 3 months ago
- Code for NeurIPS 2024 paper "AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning"☆53Nov 10, 2024Updated last year
- [EMNLP 2024 Findings] Benchmarking Language Model Agents for Data-Driven Science☆35Oct 25, 2024Updated last year
- OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models☆1,848Jan 17, 2025Updated last year
- ☆124Jun 6, 2024Updated 2 years ago
- ☆89Sep 11, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆28Jun 2, 2026Updated last month
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- Self-Reflection in LLM Agents: Effects on Problem-Solving Performance☆97Nov 25, 2024Updated last year
- This is the repository for the Tool Learning survey.☆485Aug 9, 2025Updated 11 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆68Oct 18, 2024Updated last year
- An open platform for enhancing the capability of LLMs in workflow orchestration.☆195Mar 11, 2025Updated last year
- The official implementation of "ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning"☆436Mar 29, 2026Updated 3 months ago
- Under construction☆14Jan 15, 2025Updated last year
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Pioneer Evolutionary Agent for solving long horizon tasks☆24Jan 21, 2026Updated 6 months ago
- This is the reading list of Large Language Model-Based Data Science Agent☆41Nov 3, 2025Updated 8 months ago
- ☆19Mar 26, 2026Updated 3 months ago
- Code and Data to reproduce the ASPLOS'23 paper "ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Micros…☆13Feb 20, 2024Updated 2 years ago
- TopViewRS: Vision-Language Models as Top-View Spatial Reasoners (EMNLP 2024 Oral)☆15Jun 14, 2025Updated last year
- ☆34Oct 2, 2024Updated last year
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆238Jan 13, 2025Updated last year
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆190Mar 20, 2025Updated last year
- [ICLR 2025] Automated Design of Agentic Systems☆1,618Jan 28, 2025Updated last year
- 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.
- ☆13Feb 15, 2023Updated 3 years ago
- Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation☆293Jul 7, 2026Updated 2 weeks ago
- Linear Attention Sequence Parallelism (LASP)☆87Jun 4, 2024Updated 2 years ago
- [ICML-25] AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML☆151Jul 11, 2025Updated last year
- Implementation of an LLM prompting pipeline combined with wrappers for auto-decomposing reasoning steps and for search through the reason…☆16May 7, 2024Updated 2 years ago
- Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement☆200Sep 17, 2025Updated 10 months ago
- O1 Replication Journey☆2,000Jan 14, 2025Updated last year