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facebook/prophet

Time series forecasting with Prophet for multiple seasonality and growth patterns.

20.0K
Active
Python
Inference
ETL & Pipelines
Python
#forecasting#time-series#data-science

NVIDIA/DeepLearningExamples

A collection of state-of-the-art deep learning scripts for various AI/ML tasks, easily trainable and deployable.

14.7K
Archived
Jupyter Notebook
ML Ops
PyTorch
#deep-learning#computer-vision#natural-language-processing

thuml/Time-Series-Library

A Python library for advanced deep learning models for time series analysis and forecasting.

11.7K
Stable
Python
Time Series
#time-series#deep-learning#forecasting

statsmodels/statsmodels

Statsmodels is a Python library for statistical modeling and econometrics, providing tools for data analysis and prediction.

11.3K
Active
Python
Data Science
Python
#data-analysis#statistics#econometrics

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

google-research/timesfm

TimesFM is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

10.0K
Active
Python
LLM Frameworks
Databases
None
#time-series#forecasting#foundation-model

sktime/sktime

A unified framework for machine learning with time series in Python, focused on forecasting, anomaly detection, and more.

9.6K
Active
Python
Time Series Analysis
#time-series#forecasting#anomaly-detection

unit8co/darts

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

9.2K
Active
Python
Time Series
Databases
Python
#forecasting#anomaly-detection#time-series

huseinzol05/Stock-Prediction-Models

Machine learning and deep learning models for stock forecasting, including trading bots and simulations.

9.2K
Archived
Jupyter Notebook
ML Ops
API Frameworks
#stock-prediction#stock-forecasting#trading-bot

NirantK/awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, and Recommender Systems project ideas for developers.

9.0K
Archived
Machine Learning
Tutorials & Courses
#machine-learning#nlp#computer-vision

schachmat/wego

A terminal-based weather app written in Go, with support for ASCII art and tables.

8.4K
Stable
Go
CLI Tools
Terminal UIs
#weather#terminal#ascii-art

postgresml/postgresml

Postgres-based database with GPU acceleration for machine learning and AI applications.

6.7K
Experimental
Rust
Vector Databases
Databases
#ai#machine-learning#database

google-deepmind/graphcast

This is a Python library focused on weather forecasting and visualization, not a developer discovery platform for vibe coders.

6.5K
Stable
Python
API Frameworks
Databases
#weather#forecasting#visualization

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

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

borisbanushev/stockpredictionai

This is a stock prediction AI project that uses a GAN with LSTM and CNN to forecast stock price movements.

5.5K
Stable
JavaScript
LLM Frameworks
ORMs & Query Builders
React
#stock-prediction#gan#lstm

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

open-meteo/open-meteo

A free weather forecast API for non-commercial use, written in Swift.

4.9K
Active
Swift
API Clients & Testing
APIs
#weather#weather-api#weather-forecast

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

sktime/pytorch-forecasting

A powerful PyTorch-based library for time series forecasting with support for AI and machine learning.

4.8K
Active
Python
ML Ops
Databases
PyTorch
#forecasting#timeseries#machine-learning

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