Repository Index

TimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

• time-series
• time-series-forecasting
• deep-learning
• forecasting

Book_2_《可视之美》 | 鸢尾花书：从加减乘除到机器学习，欢迎批评指正

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

• chatgpt
• jailbreak
• llm
• prompt

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

• deep-learning
• machine-learning
• python
• pytorch

This is Andrew NG Coursera Handwritten Notes.

• andrewng
• andrew-ng
• andrew-ng-course
• andrew-ng-machine-learning

Jupyter notebooks from the scikit-learn video series

• scikit-learn
• machine-learning
• data-science
• jupyter-notebook

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

• python
• machine-learning
• deep-learning
• pytorch

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

• python-tutorials
• python3
• advanced-python
• data-science

felixge's notes on the various go profiling methods that are available.

• pprof
• profiling
• go
• golang

”数学不难“ 之 《线性代数不难》上下册，66话题完册；欢迎批评指正

• data-science
• data-visualization
• linear-algebra
• machine-learning

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

• ai
• nlp
• dataming
• bert

🛠 All-in-one web-based IDE specialized for machine learning and data science.

• machine-learning
• deep-learning
• data-science
• docker

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

• causal-inference
• python
• causality
• data-science

A Code-First Introduction to NLP course

• nlp
• machine-learning
• data-science
• python

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

• machine-learning
• deep-learning
• lstm
• human-activity-recognition

Debugging, monitoring and visualization for Python Machine Learning and Data Science

• ai
• deep-learning
• deeplearning
• machine-learning

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

• mimic-iii
• critical-care
• icu
• physionet

Code repository for O'Reilly book

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

• machine-learning
• deep-learning
• girl
• python3

Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正

• baysian
• data-science
• linear-algebra
• machine-learning

Learn how to design, develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• mlops

This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.

• artificial-intelligence
• data-science
• deep-learning
• machine-learning

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

• numpy
• statistics
• pandas
• matplotlib