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2020-ccf-crowd-flow-prediction

科技战疫-大数据公益挑战赛-DataFountain重点区域人群密度预测 第1名方案

analysis-tslearn

Clustering using tslearn for Time Series Data.

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autoscraper

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

awesome-chatgpt-zh

ChatGPT 中文指南，ChatGPT 中文调教指南，指令指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up!

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-federated-machine-learning

A curated list of awesome federated machine learning resources, including research papers, codes, tutorials, blogs and beyond

awesome-fl

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

awesome-llm-fm-wireless-communication-networking

A curation list of Awesome LLM/FM for wireless communication and networking papers, including applications, benchmarks, datasets, codes/implementations, and related resources.

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

chinese-medicine-database

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

fate

An Industrial Grade Federated Learning Framework

fcil

This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.

fedavg-numpy-pytorch-tff

Three implementations of FedAvg: numpy, pytorch and tensorflow federated.

feddrift

Federated Learning under Distributed Concept Drift (FedDrift)

fedlab

A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

fedprox-pytorch

PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).

fl-bench

Benchmark of federated learning. Dedicated to the community. 🤗

flpapers

Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Hot topics and good research groups. Paper summary

hierfl

Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

jluthesis2020

吉林大学硕博学位论文 LaTeX 模板——jluthesis2020

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

lstm_encoder_decoder

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

ltsf-linear

This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"

maptiler-basic-gl-style

Basic GL Style using OpenMapTiles

mathai

一个拍照做题程序。输入一张包含数学计算题的图片，输出识别出的数学计算式以及计算结果。This is a mathematic expression recognition project.

ml-mastery-zh

:book: [译] MachineLearningMastery 博客文章

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

netf

NetF, an alternative set of features, incorporating several representative topological measures of different complex networks mappings of the time series.