TheaperDeng
UIUC, Ph.D. Student in Information Sciences / Intel, AI Frameworks Engineer / UMich, M.S. in Information / SJTU, B.S. in ECE
University of Illinois Urbana-ChampaignChampaign
TheaperDeng's Stars
ultralytics/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
pola-rs/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
shap/shap
A game theoretic approach to explain the output of any machine learning model.
lucidrains/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Megvii-BaseDetection/YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
triton-inference-server/server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
bayesian-optimization/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
facebookresearch/SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models.
NVIDIA/DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
pytorch/serve
Serve, optimize and scale PyTorch models in production
aqlaboratory/openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
cure-lab/LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
piccolomo/plotext
plotting on terminal
lucidrains/alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
OneSizeFitsQuorum/MIT6.824-2021
4 labs + 2 challenges + 4 docs
tinkoff-ai/etna
ETNA – Time-Series Library
securefederatedai/openfl
An open framework for Federated Learning.
nschloe/termplotlib
:chart_with_upwards_trend: Plotting on the command line
openvinotoolkit/model_server
A scalable inference server for models optimized with OpenVINO™
onnx/sklearn-onnx
Convert scikit-learn models and pipelines to ONNX
thuml/Nonstationary_Transformers
Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415
intel/platform-aware-scheduling
Enabling Kubernetes to make pod placement decisions with platform intelligence.
IntelLabs/FP8-Emulation-Toolkit
PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.
intel/torch-ccl
oneCCL Bindings for Pytorch*
borhanMorphy/fastface
Light Face Detection using PyTorch Lightning
shaido987/KDD_wind_power_forecast
KDD Cup 2022 spatial dynamic wind power forecast challenge solution.
Graph-Learning-Benchmarks/gli
🗂 Graph Learning Indexer: a contributor-friendly and metadata-rich platform for graph learning benchmarks. Dataloading, Benchmarking, Tagging, and more!
intel/e2eAIOK
Intel® End-to-End AI Optimization Kit