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practicalai

📚 A practical approach to learning and using machine learning.

progressiveprompts

Progressive Prompts: Continual Learning for Language Models

prompt-tuning

Implementation of "The Power of Scale for Parameter-Efficient Prompt Tuning"

prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-doc-zh

Pytorch 中文文档

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

quic

libquic: QUIC (Quick UDP Internet Connections)

rank-n-contrast

[NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression

ranksim-imbalanced-regression

[ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression

reg-cls

Python implementation of the experiments from "A step towards understanding why classification helps regression", Pintea, Silvia L and Yancong, Lin and Dijkstra, Jouke and van Gemert, Jan C, ICCV, 2023.

regression_classification_test

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

sade-agnosticlt

This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition (NeurIPS 2022).

security_encry_decry

self-ensemble-visual-domain-adapt-photo

Code repository for the VisDA-17 experiments in our paper 'Self-ensembling for Domain Adaptation'

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

servletproject

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simtrans-weak-shot-classification

[NeurIPS 2021] The first weak-shot classification paper.

socialmediadatascience

socialmediadatascience-1

Student version for assignments

someleetcode

sparkproject2

analysis the data in the user_artists data and internet log

springmvcstartup

stable-diffusion

A latent text-to-image diffusion model

stable-diffusion-webui

Stable Diffusion web UI