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mlrdownloader

A script for downloading the selected volume of Proceedings of Machine Learning Research

multiview_learning

numpy-ml

Machine learning, in numpy

paddlemm

Multi-Modal learning toolkit based on PaddlePaddle and PyTorch, supporting multiple applications such as multi-modal classification, cross-modal retrieval and image caption.

pclean

A domain-specific probabilistic programming language for scalable Bayesian data cleaning

platemo

Evolutionary multi-objective optimization platform

plotneuralnet

Latex code for making neural networks diagrams

ppmi

Analysis of Parkinson's Progressive Markers Initiative Data

probmask

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch-deep-learning

Deep Learning (with PyTorch)

qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

r-markdown-template

R Markdown Templates For Chinese Users

r4ds

R for data science: a book

r_for_data_science

Materials for teaching R and tidyverse

random-fourier-features

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

recovering-unbiased-scene-graphs

Official implementation of "Recovering the Unbiased Scene Graphs from the Biased Ones" (ACMMM 2021)

reinforcement_learning_for_traffic_light_control

Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.

rmarkdown-cookbook

R Markdown Cookbook. A range of tips and tricks to make better use of R Markdown.

slam

learning SLAM,curse,paper and others

time-series-analysis-tutorial

时间序列分析教程

torchssl

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

tutorials

Tutorials on deep learning, Python, and dissipative particle dynamics

udlbook

Understanding Deep Learning - Simon J.D. Prince

unbiasedsgg-dsdi

Debiased Scene Graph Generation for Dual Imbalance Learning

visualdl

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

wspider

爬虫练习：新浪微博用户数据爬取、模拟知乎登陆

wzu-machine-learning-course

温州大学《机器学习》课程资料（代码、课件等）