Code for the TMLR 2023 paper "PPOCoder: Execution-based Code Generation using Deep Reinforcement Learning"
☆117Jan 9, 2024Updated 2 years ago
Alternatives and similar repositories for PPOCoder
Users that are interested in PPOCoder 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 is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (Neur…☆565Jan 21, 2025Updated last year
- [NeurIPS 2023] This is the official code for the paper "TPSR: Transformer-based Planning for Symbolic Regression"☆80Nov 4, 2024Updated last year
- [ICML2025 Oral] LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models☆98Jul 31, 2025Updated 8 months ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆22Oct 21, 2024Updated last year
- [ICLR 2024 Spotlight] This is the official code for the paper "SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-t…☆59Oct 22, 2024Updated last year
- 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.
- Accepted by Transactions on Machine Learning Research (TMLR)☆135Oct 5, 2024Updated last year
- [ICLR 2025 Oral] This is the official repo for the paper "LLM-SR" on Scientific Equation Discovery and Symbolic Regression with Large Lan…☆229Jul 31, 2025Updated 8 months ago
- Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"☆20Jan 11, 2024Updated 2 years ago
- Code for "StructCoder: Structure-Aware Transformer for Code Generation"☆79Jan 21, 2024Updated 2 years ago
- StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback☆74Aug 31, 2024Updated last year
- APPS: Automated Programming Progress Standard (NeurIPS 2021)☆523Jun 19, 2024Updated last year
- ☆80Mar 24, 2025Updated last year
- Releasing code for "ReCode: Robustness Evaluation of Code Generation Models"☆58Mar 20, 2024Updated 2 years ago
- [EMNLP'23] Execution-Based Evaluation for Open Domain Code Generation☆49Dec 22, 2023Updated 2 years ago
- 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.
- The official repo for the paper "Teacher Forcing Recovers Reward Functions for Text Generation"☆31May 27, 2023Updated 2 years ago
- Data and code for "DocPrompting: Generating Code by Retrieving the Docs" @ICLR 2023☆251Dec 15, 2023Updated 2 years ago
- CRUXEval: Code Reasoning, Understanding, and Execution Evaluation☆169Oct 11, 2024Updated last year
- ☆86May 10, 2024Updated last year
- Code for COLING 2022 long paper: Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-…☆22Dec 15, 2022Updated 3 years ago
- ☆113Jul 17, 2024Updated last year
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆68May 13, 2025Updated 10 months ago
- The dataset for the variable-misuse task, used in the ICLR 2020 paper 'Global Relational Models of Source Code' [https://openreview.net/f…☆22Aug 19, 2020Updated 5 years ago
- ☆41Jun 19, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A collection of practical code generation tasks and tests in open source projects. Complementary to HumanEval by OpenAI.☆154Dec 25, 2024Updated last year
- CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion (NeurIPS 2023)☆177Aug 15, 2025Updated 7 months ago
- A list of Numerical Multimodal reasoning papers and their implementation☆11May 13, 2024Updated last year
- Generative model for code infilling and synthesis☆314Sep 9, 2023Updated 2 years ago
- Contains the code and data for our #ICSE2022 paper titled as "CodeFill: Multi-token Code Completion by Jointly Learning from Structure an…☆15May 18, 2022Updated 3 years ago
- ☆13Oct 11, 2024Updated last year
- ☆54Mar 6, 2025Updated last year
- Code and data for AAAI 2022 paper "Multilingual Code Snippets Training for Program Translation"☆10Mar 7, 2022Updated 4 years ago
- ☆49Jul 24, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Source code for "An Empirical Study of Code Smells in Transformer-based Code Generation Techniques".☆11Oct 4, 2022Updated 3 years ago
- [ICML 2023] "Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation", Wenqing Zheng, S P Sharan, Ajay Kumar Jaiswal, …☆43Nov 9, 2023Updated 2 years ago
- Code for paper "LEVER: Learning to Verifiy Language-to-Code Generation with Execution" (ICML'23)☆90Jul 5, 2023Updated 2 years ago
- [2023 TDSC] Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?☆25Jun 2, 2023Updated 2 years ago
- [ICML 2025] EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning☆16May 24, 2025Updated 10 months ago
- Open Source WizardCoder Dataset☆166Jul 12, 2023Updated 2 years ago
- A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering☆731Nov 6, 2025Updated 5 months ago