Yi Gui's repositories
asm2vec-pytorch
Unofficial implementation of asm2vec using pytorch ( with GPU acceleration )
CLCDSA
CLCDSA: Cross Language Code Clone Detection using Syntactical Features and API Documentation
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
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
Code for CodeT5: a new code-aware pre-trained encoder-decoder model.
concrete
Concrete: TFHE Compiler that converts python programs into FHE equivalent
EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
MPCFormer
(ICLR 2023 Spotlight) MPCFormer: fast, performant, and private transformer inference with MPC
OSCAR
Code for ICML 2021 paper: How could Neural Networks understand Programs?
PlaNet
Deep Planning Network: Control from pixels by latent planning with learned dynamics
ProGraML
Graph-based Program Representation & Models for Deep Learning
pyenv
Simple Python version management
pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
spu
SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.
TransCoder
Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf
V8-RVV
RISC-V Vector Support in V8
VulnerabilityDetectionResearch
VulnerabilityDetectionResearch
zsh-autosuggestions
Fish-like autosuggestions for zsh