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The Top 23 Machine Learning Series Open Source Projects

Open source projects categorized as Machine Learning Series
Categories > Machine Learning > Machine Learning
Categories > Control Flow > Series
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Tsai ⭐ 4,294
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
dependent packages 2total releases 47most recent commit 3 months agopypi tsai} Downloads
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34most recent commit 3 months agopypi pytorch-forecasting} Downloads
Awesome Quant ⭐ 3,302
中国的Quant相关资源索引
most recent commit 10 months ago
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 years ago
Awesome_time_series_in_python ⭐ 1,811
This curated list contains python packages for time series analysis
most recent commit a year ago
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19most recent commit 8 months agopypi pyts} Downloads
Tods ⭐ 1,078
TODS: An Automated Time-series Outlier Detection System
most recent commit 8 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9most recent commit 3 months ago
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
most recent commit 3 years ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11most recent commit 3 months ago
Awesome Aiops ⭐ 747
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
most recent commit 4 years ago
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4most recent commit 2 years ago
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23most recent commit 3 months ago
Seglearn ⭐ 522
Python module for machine learning time series:
dependent packages 1total releases 24most recent commit 2 years agopypi seglearn} Downloads
Machine Learning Articles ⭐ 519
Monthly Series - Top 10 Machine Learning Articles
most recent commit 5 years ago
Time Series Forecasting With Python ⭐ 499
A use-case focused tutorial for time series forecasting with python
most recent commit a year ago
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27most recent commit 3 months ago
Pyaf ⭐ 438
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
dependent packages 4total releases 15most recent commit 9 months agopypi pyaf} Downloads
Ppo For Beginners ⭐ 427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w
most recent commit 8 months ago
Deltapy ⭐ 411
DeltaPy - Tabular Data Augmentation (by @firmai)
total releases 11most recent commit 2 years ago
Neuralcde ⭐ 352
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
most recent commit 3 years ago
Tscv ⭐ 226
Time Series Cross-Validation -- an extension for scikit-learn
dependent packages 3total releases 9most recent commit a year agopypi tscv} Downloads
The 10 Most Depended On Machine Learning Series Open Source Projects
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 2023most recent commit 3 months ago
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Pyts ⭐ 1,563
A Python package for time series classification
dependent packages 17total releases 19latest release October 31, 2021most recent commit 8 months agopypi pyts} Downloads
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4latest release April 22, 2021most recent commit 2 years ago
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 3 months ago
Pytorch Forecasting ⭐ 3,439
Time series forecasting with PyTorch
dependent packages 10total releases 34latest release July 26, 2020most recent commit 3 months agopypi pytorch-forecasting} Downloads
Pyaf ⭐ 438
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
dependent packages 4total releases 15latest release July 13, 2022most recent commit 9 months agopypi pyaf} Downloads
Tscv ⭐ 226
Time Series Cross-Validation -- an extension for scikit-learn
dependent packages 3total releases 9latest release January 23, 2023most recent commit a year agopypi tscv} Downloads
Record Keeper ⭐ 14
Record experiment data easily
dependent packages 3total releases 33latest release July 16, 2022most recent commit 2 years agopypi record-keeper} Downloads
The 10 Latest Releases In Machine Learning Series Open Source Projects
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 2023most recent commit 3 months ago
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Healthyr.ts ⭐ 16
A time-series companion package to healthyR
dependent packages 1total releases 23latest release November 15, 2023most recent commit 3 months ago
Timetk ⭐ 594
Time series analysis in the `tidyverse`
dependent packages 24total releases 23latest release October 31, 2023most recent commit 3 months ago
Time Series Prediction ⭐ 762
tfts: Time series deep learning models in TensorFlow
total releases 11latest release October 16, 2023most recent commit 3 months ago
Modeltime ⭐ 483
Modeltime unlocks time series forecast models and machine learning in one framework
dependent packages 11total releases 27latest release September 02, 2023most recent commit 3 months ago
Tscv ⭐ 226
Time Series Cross-Validation -- an extension for scikit-learn
dependent packages 3total releases 9latest release January 23, 2023most recent commit a year agopypi tscv} Downloads
Record Keeper ⭐ 14
Record experiment data easily
dependent packages 3total releases 33latest release July 16, 2022most recent commit 2 years agopypi record-keeper} Downloads
Popular Machine Learning Categories
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