Li Tao's starred repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
paper-reading
深度学习经典、新论文逐段精读
pytorch_geometric
Graph Neural Network Library for PyTorch
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
pytorchvideo
A deep learning library for video understanding research.
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
Awesome-Dataset-Distillation
A curated list of awesome papers on dataset distillation and related applications.
NN-CUDA-Example
Several simple examples for popular neural network toolkits calling custom CUDA operators.
CUDA-Programming-Guide-in-Chinese
This is a Chinese translation of the CUDA programming guide
twostreamfusion
Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.
NeMo-Framework-Launcher
Provides end-to-end model development pipelines for LLMs and Multimodal models that can be launched on-prem or cloud-native.
demo-solara
A few of my side projects using 'manim' engine developed by Grant Sanderson (3Blue1Brown).
Pretext-Contrastive-Learning
Official codes for paper "Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning".