fredmontet

Frédéric Montet's starred repositories

TFB

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://www.vldb.org/pvldb/vol17/p2363-hu.pdf

Language:ShellMIT23000

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

Language:PythonMIT485700

nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

Language:Jupyter NotebookNOASSERTION210000

timeatlas

A time series data manipulation tool for Python

Language:Jupyter NotebookMIT800

try

Inspect a command's effects before modifying your live system

Language:ShellMIT516800

jsonformer

A Bulletproof Way to Generate Structured JSON from Language Models

Language:Jupyter NotebookMIT411600

RemarkableLamyEraser

Turns the button on the Lamy Pen EMR into an eraser on the reMarkable.

Language:CGPL-3.028000

ForecastBenchmark

Libra, a forecasting benchmark, automatically evaluates and ranks forecasting methods based on their performance in a diverse set of evaluation scenarios. The benchmark comprises four different use cases, each covering 100 heterogeneous time series taken from different domains.

Language:RGPL-3.01300

genv

GPU environment and cluster management with LLM support

Language:PythonAGPL-3.045700

justify-this-align-4-tailwind

Ever got confused about all the justify / align / self / items / content classes in Tailwind?

Language:JavaScript100

backtesting.py

:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

Language:PythonAGPL-3.0518800

react-ui-scrollspy

Customizable Scroll Spy component for react which is Simple, Easy To Use and Lightweight with callback, typescript, auto-update URL hash and throttle support among others.

Language:TypeScriptMIT7900