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Starred repositories

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Python 2,014 133 Updated Jan 16, 2025

Train transformer language models with reinforcement learning.

Python 10,922 1,446 Updated Jan 31, 2025

Fully open reproduction of DeepSeek-R1

Python 13,797 1,073 Updated Jan 31, 2025

PyTorch Implementation of TimeFilter

Python 15 Updated Jan 23, 2025

Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)

Jupyter Notebook 79 2 Updated Jan 23, 2025

WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting

Python 8 2 Updated Jan 8, 2025
Python 19 7 Updated Jul 5, 2024

"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"

Python 93 12 Updated Sep 1, 2024

TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative dual-orthogonal Transformer encoder architecture with a cross…

Jupyter Notebook 35 5 Updated Aug 29, 2024

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 10,016 1,912 Updated Feb 1, 2025

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

Jupyter Notebook 14,330 2,950 Updated Feb 1, 2025

《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。

Jupyter Notebook 1,582 186 Updated Nov 18, 2024

模型压缩的小白入门教程

229 32 Updated Nov 19, 2024

《动手学深度学习》习题解答,在线阅读地址如下:

Jupyter Notebook 396 70 Updated Jul 6, 2024

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

Python 456 80 Updated Jan 7, 2025

统计学习方法习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual

Jupyter Notebook 1,803 232 Updated Aug 20, 2024

we want to create a repo to illustrate usage of transformers in chinese

Shell 2,542 429 Updated Aug 18, 2024

Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star

HTML 2,725 437 Updated Jan 17, 2025

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

Jupyter Notebook 2,763 437 Updated Jan 17, 2025

大模型基础: 一文了解大模型基础知识

3,586 320 Updated Dec 25, 2024

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Jupyter Notebook 4,354 1,069 Updated Oct 8, 2024

《大模型白盒子构建指南》:一个全手搓的Tiny-Universe

Python 2,018 206 Updated Jan 25, 2025

a chinese tutorial of git

149 57 Updated Apr 12, 2024

本项目为量化开源课程,可以帮助人们快速掌握量化金融知识以及使用Python进行量化开发的能力。

Jupyter Notebook 886 140 Updated May 29, 2024

仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理

Jupyter Notebook 2,156 310 Updated Aug 15, 2024

Official code of the paper "A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models"

Python 4 Updated Jan 3, 2025

[AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"

Python 42 2 Updated Dec 12, 2024

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

Shell 53,549 11,747 Updated Jan 27, 2025
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