Popular GitHub Repositories for Hierarchical Forecasting

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

A unified framework for machine learning with time series

Fast and Accurate ML in 3 Lines of Code

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

A python library for user-friendly forecasting and anomaly detection on time series.

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

Postgres with GPUs for ML/AI apps.

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Probabilistic time series modeling in Python

Time series forecasting with PyTorch

Merlion: A Machine Learning Framework for Time Series Intelligence

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

NeuralProphet: A simple forecasting package

Scalable and user friendly neural :brain: forecasting algorithms.

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

HAAS = Hierarchical Autonomous Agent Swarm - "Resistance is futile!"