Yao Zhou's Projects
Models and examples built with TensorFlow
A library for distributed ML training with PyTorch
Sequence to sequence learning with MXNET
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
exercise of MPI for deep leaning
PITI: Pretraining is All You Need for Image-to-Image Translation
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch mnist
:orange_book: Rails Style Guide in Chinese
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
A unified, comprehensive and efficient recommendation library
Rocky Linux is a community enterprise Operating System designed to be 100% bug-for-bug compatible with Enterprise Linux created in response to the effective discontinuation of CentOS.
A simple Web application built on Ruby on Rails.
Scrapy, a fast high-level web crawling & scraping framework for Python.
Semantic Parser with Execution
Modelling Sentence Pairs with Tree-structured Attentive Encoder https://arxiv.org/pdf/1610.02806.pdf
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
TensorFlow-based neural network library
Web spider for zhihu
The Java Core Package for NLP tasks
An Open Source Machine Learning Framework for Everyone
Implementation "Timeception for Complex Action Recognition". Accepted as Oral Presentation at CVPR 2019
đ¤ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Temporal Relation Networks
Temporal Segment Networks (TSN) in PyTorch
A collection of recent video understanding datasets, under construction!
Datasets, Transforms and Models specific to Computer Vision