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zhouhaoyi/Informer2020

A transformer-based time series forecasting library for vibe coders using AI tools.

6.4K
Experimental
Python
Forecasting
Transformer
PyTorch
#deep-learning#time-series#self-attention

PaddlePaddle/PaddleX

PaddleX is an all-in-one development tool based on PaddlePaddle, providing AI pipelines for computer vision, NLP, and more.

6.1K
Active
Python
Computer Vision
Natural Language Processing
Python
#computer-vision#natural-language-processing#ocr

GreptimeTeam/greptimedb

Open-source, cloud-native, unified observability database for metrics, logs and traces, supporting SQL/PromQL/Streaming.

6.0K
Active
Rust
Databases
API Frameworks
#analytics#cloud-native#distributed

timeseriesAI/tsai

A state-of-the-art deep learning library for time series and sequence modeling in PyTorch/fastai.

6.0K
Experimental
Jupyter Notebook
Time Series Forecasting
Time Series Analysis
PyTorch
#time-series#deep-learning#forecasting

facontidavide/PlotJuggler

A Time Series Visualization Tool for plotting and visualizing data in real-time.

5.7K
Active
C++
AI Code Editors
React
#time-series#visualization#real-time

awslabs/gluonts

A Python library for probabilistic time series modeling and forecasting, useful for data scientists and ML engineers.

5.1K
Stable
Python
ML Ops
Databases
PyTorch
#time-series#forecasting#deep-learning

amazon-science/chronos-forecasting

Chronos is a pretrained model for time series forecasting, leveraging large language models and transformers.

4.9K
Active
Python
LLM Frameworks
Time Series
PyTorch
#time-series-forecasting#large-language-models#pretrained-models

Nixtla/statsforecast

A fast, open-source library for time series forecasting using statistical and econometric models.

4.7K
Active
Python
ML Ops
Databases
Python
#forecasting#time-series#statistics

salesforce/Merlion

A Python framework for building advanced time series forecasting and anomaly detection models.

4.5K
Archived
Python
ML Ops
Caching
#time-series#forecasting#anomaly-detection

crate/crate

CrateDB is a distributed, scalable SQL database for storing and analyzing massive amounts of data in near real-time.

4.4K
Active
Java
Databases
API Frameworks
#database#distributed#scalable

ourownstory/neural_prophet

NeuralProphet is a simple forecasting package that uses neural networks and time series analysis to make predictions.

4.3K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#forecasting#time-series#neural-networks

Nixtla/neuralforecast

Scalable neural forecasting algorithms for time-series data, with support for various deep learning models.

4.0K
Active
Python
ML Ops
API Frameworks
PyTorch
#forecasting#time-series#deep-learning

ravendb/ravendb

A highly scalable, distributed, document-oriented NoSQL database with full-text search, spatial, and time-series support.

3.9K
Active
C#
Databases
API Frameworks
C#
#database#document-database#nosql

ankane/groupdate

A Ruby library that makes it easy to group temporal data, useful for developers working with time-series data.

3.9K
Stable
Ruby
ORMs & Query Builders
API Frameworks
#time-series#data-analysis#rails

Nixtla/nixtla

TimeGPT-1 is a production-ready pre-trained time series foundation model for forecasting and anomaly detection.

3.8K
Active
Jupyter Notebook
LLM Frameworks
API Frameworks
Jupyter Notebook
#anomaly-detection#forecasting#time-series

sdv-dev/SDV

Generates synthetic tabular data for machine learning and AI applications

3.4K
Active
Python
AI Code Generation
Next.js
#synthetic-data-generation#tabular-data#machine-learning

bosun-monitor/bosun

Time Series Alerting Framework for monitoring and alerting on time-series data.

3.4K
Experimental
Go
API Frameworks
Monitoring
#alerting#monitoring#time-series

kizniche/Mycodo

An open-source environmental monitoring and regulation system built with Python for Raspberry Pi.

3.2K
Active
Python
API Frameworks
Raspberry Pi
#raspberry-pi#automation#monitoring

rob-med/awesome-TS-anomaly-detection

A curated list of tools and datasets for anomaly detection on time-series data.

3.2K
Archived
Data Analysis
Data Mining
#anomaly-detection#time-series#outlier-detection

wa0x6e/cal-heatmap

A JavaScript library for creating time-series calendar heatmaps, built with D3.js.

3.1K
Active
TypeScript
Charts & Visualization
Documentation
D3.js
#calendar#heatmap#visualization

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