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Yi Gui's Projects

asm2vec-pytorch icon asm2vec-pytorch

Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )

clcdsa icon clcdsa

CLCDSA: Cross Language Code Clone Detection using Syntactical Features and API Documentation

code_transformers icon code_transformers

Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code

codegen icon codegen

Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pretrained models.

codet5 icon codet5

Code for CodeT5: a new code-aware pre-trained encoder-decoder model.

concrete icon concrete

Concrete: TFHE Compiler that converts python programs into FHE equivalent

easylm icon easylm

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

elfload icon elfload

Clone of https://github.com/erincandescent/elfload.git , with some hacky additions for RiscV

mpcformer icon mpcformer

(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC

neuro-vectorizer icon neuro-vectorizer

NeuroVectorizer is a framework that uses deep reinforcement learning (RL) to predict optimal vectorization compiler pragmas for for loops in C and C++ codes.

oscar icon oscar

Code for ICML 2021 paper: How could Neural Networks understand Programs?

planet icon planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

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