Pengcheng Xu's repositories
ChatGPT-Chatbot-Personal-Website
ChatGPT API assisted Chatbot: an Attractive Advance Personal Website. It looks like chatting bot, and it's connected to chatgpt API! Same design as Whatsapp chat. Lightweighted, Fast. Easy to use. it can imitate you if you add your information. If you think it's cool or want to use it, please star it! Thank you!
21Summer-VE370-Intro-to-Computer-Organization-Projects
21Summer-VE370-Intro-to-Computer-Organization-Projects: -Project1: RISC-V Assembly, simluating c code. -Project2: 1.RISC-V64 single cycle processor. 2.RISC-V64 five-stage pipelined processor. -Project3: Virtual memory, TLB, cache, memory simulator. -Project4: Literature review on Computer Organization.
Augmented-reality-simulation-of-cardiovascular-interventional-surgery-IPP-
Augmented reality simulation of cardiovascular interventional surgery Mar 2020- May 2021. - Implemented the framework of surgery training assistant system based on augmented reality. - Predicted the operation trajectory using LSTM and use kdtree to calculate the distance for operation safety warning. - Displayed the vascular model in augmented reality with OpenGL, and design UI interface to adjust the size, rotation and translation of the model. - The marker of aruco Library in OpenCV is used to realize the coordinate positioning of QR code.
pipeDejavu
pipeDejavu: Hardware-aware Latency Predictable, Differentiable Search for Faster Config and Convergence of Distributed ML Pipeline Parallelism
ColossalAI
Making large AI models cheaper, faster and more accessible
ddp
Differential Dynamic Programming (DDP) with automatic symbolic differentiation
DiffDock
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
DiffuSeq
[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
GNN-SubNet
Disease subnetwork detection with explainable Graph Neural Networks
GraphGym
Platform for designing and evaluating Graph Neural Networks (GNN)
Graphormer-GD
[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)
learn2learn
A PyTorch Library for Meta-learning Research
nash-mtl
Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
nvdiffrec
Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
shap-e
Generate 3D objects conditioned on text or images
SHINE
NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
umap
Uniform Manifold Approximation and Projection
vizier
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.