Stars
A universal time series representation learning framework
STUMPY is a powerful and scalable Python library for modern time series analysis
The codes to replicate the simulation of the paper :"Wav-KAN: Wavelet Kolmogorov-Arnold Networks"
implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)
Bayesian Change-Point Detection and Time Series Decomposition
Scalable datastore for metrics, events, and real-time analytics
Estimation of the lead-lag parameter from non-synchronous data.
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift
This curated list contains python packages for time series analysis
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415
TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
A Library for Advanced Deep Time Series Models.
Resources about time series forecasting and deep learning.
Resources for working with time series and sequence data
Scalable and user friendly neural π§ forecasting algorithms.
etna-team / etna
Forked from tinkoff-ai/etnaETNA β Time-Series Library
Code for Machine Learning for Algorithmic Trading, 2nd edition.
FinRL: Financial Reinforcement Learning. π₯
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
An open-source, low-code machine learning library in Python
A cloud-native vector database, storage for next generation AI applications
Python wrapper for TA-Lib (https://ta-lib.org/).
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators