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Tianqin Li's Projects

ddp-pytorch-slurm-example icon ddp-pytorch-slurm-example

This repo contains an working example of how to use pytorch distributed multi-node parallel on slurm system

deepskeleton icon deepskeleton

Code for CVPR2016 and TIP papers about Object Skeleton Detection with Fully Convolutional Neural Networks.

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

deepsvg icon deepsvg

[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

dgcnn.pytorch icon dgcnn.pytorch

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

docker-dl-example icon docker-dl-example

a repo that contains working version of using docker for mouting ML data, training it and saving results

drlcache icon drlcache

Deep reinforcement learning-based replacement strategy for content caching.

exam-prep-time-tracker icon exam-prep-time-tracker

A program to help people keep track of how much time they spent on each question when they prepared for an exam through doing the past one.

extracttablellm icon extracttablellm

This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes"

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastervit icon fastervit

Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

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