A code generator for array-based code on CPUs and GPUs
SuperSonic, a new open-source framework to allow compiler developers to integrate RL into compilers easily, regardless of their RL expertise.
AlgoTune is a NeurIPS 2025 benchmark made up of 154 math, physics, and computer science problems. The goal is write code that solves each problem, and is faster than existing implementations.
A Knowledge-grounded framework for Autonomous ML/AI Program Synthesis and Optimization
AI code generation and improvement
The Platform for Self-Improving Code. Ideal for GPU kernels, ML model development, feature engineering, prompt engineering, and other optimizable code.
The Intelligent Code Refactoring Transformer for Python
A practical showcase of AI-assisted coding using PStruc and ChatGPT, highlighting iterative development and project optimization across three versions with detailed documentation of changes.
A compiler for a simple language
Compiler Design Experiments
This is a pure compiler based language developed using Python.
CodeOpt: A framework for optimizing code performance using Two-Stage Sampling, Few-Shot Learning, and Iterative Self-Reflection with support for Genetic Algorithm Inspired Chain-of-Thought (GA-COT).
The AI Developer's Assistant aims to enhance developer productivity by analyzing code snippets, identifying bugs, suggesting optimizations, generating unit tests, and debugging log files.
A Python-based toy compiler built from scratch, featuring a recursive-descent parser, AST, IR, and ARMv6 code generation with optimizations.
A FastAPI-based web tool for comprehensive performance analysis and endpoint testing of code, featuring execution time tracking, memory usage, and detailed profiling.
Field-theoretic dual track python subset. Curvature, phase, and domain-driven optimization. Deterministic and interpretable.
An interactive Streamlit app powered by LangGraph and Gemini that automatically explains or optimizes code based on user intent using a multi-agent workflow.
Boost Python's performance using Cython – a bridge between Python's simplicity and C's efficiency. Explore and learn how Cython accelerates code execution.
ASC Homework 1-3
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