Stars
DevOps Guide - Development to Production all configurations with basic notes to debug efficiently.
Let your Claude able to think
A toolkit for developing and comparing reinforcement learning algorithms.
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers,…
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
An intuitive library to extract features from time series.
The machine learning toolkit for time series analysis in Python
A python library for user-friendly forecasting and anomaly detection on time series.
A unified framework for machine learning with time series
Automatic extraction of relevant features from time series:
Merlion: A Machine Learning Framework for Time Series Intelligence
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq
List of papers, code and experiments using deep learning for time series forecasting
Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.
Approaching (Almost) Any Machine Learning Problem
A topic-centric list of HQ open datasets.
Python数据科学系专栏（pandas、Numpy、SKlearn、Matplotlib）、实战项目（代码、讲解、数据集）
Lightning ⚡️ fast forecasting with statistical and econometric models.
来自一位 Pythonista 的编程经验分享，内容涵盖编码技巧、最佳实践与思维模式等方面。
动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果
A complete list of papers on anomaly detection.
A curated list of data mining papers about fraud detection.
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
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