Jding0's repositories

91alg-5-daily-check

91 天学算法第五期打卡

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al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

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algorithm-base

专门为刚开始刷题的同学准备的算法基地,没有最细只有更细,立志用动画将晦涩难懂的算法说的通俗易懂!

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awesome-beamer

Creating presentation slides by using Beamer in LaTeX.

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Awesome-Federated-Learning-on-Graph-and-GNN-papers

federated learning on graph, especially on graph neural networks (GNNs)

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awesome-rl

Reinforcement learning resources curated

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Awesome-System-for-Machine-Learning

A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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Deep-Learning-Interview-Book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

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DeepSpeed

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

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DRL

Deep Reinforcement Learning

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easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

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FedML

(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation

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GNNPapers

Must-read papers on graph neural networks (GNN)

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guide

The Student's Guide to @lintool

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LDP_Protocols

Sample LDP implementation in Python

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machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn.

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Machine_Learning_Code_Implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

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MedMNIST

MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

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numpy-100

100 numpy exercises (with solutions)

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Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

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private_prediction_sets

Wrap around any model to output differentially private prediction sets with finite sample validity on any dataset.

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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

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Python-100-Days

Python - 100天从新手到大师

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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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running_page

Make your own running home page

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WeChatExtension-ForMac

Mac微信功能拓展/微信插件/微信小助手(A plugin for Mac WeChat)

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