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Benedikt Heidrich (benHeid)

benHeid

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Company:KIT

Location:Karlsruhe

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Benedikt Heidrich's starred repositories

KAN-benchmarking

Benchmark for efficiency in memory and time of different KAN implementations.

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pykan

Kolmogorov Arnold Networks

Language:Jupyter NotebookLicense:MITStargazers:13720Issues:0Issues:0

skbase

Base classes for creating scikit-learn-like parametric objects, and tools for working with them.

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sktime

A unified framework for machine learning with time series

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Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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tsbootstrap

tsbootstrap: generate bootstrapped time series samples in Python

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neural_prophet

NeuralProphet: A simple forecasting package

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neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

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gluonts

Probabilistic time series modeling in Python

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tikzplotlib

:bar_chart: Save matplotlib figures as TikZ/PGFplots for smooth integration into LaTeX.

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properscoring

Proper scoring rules in Python

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pytorch-forecasting

Time series forecasting with PyTorch

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pywatts-pipeline

pywatts-pipeline

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darts

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

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xarray

N-D labeled arrays and datasets in Python

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pyWATTS

pyWATTS: Python Workflow Automation Tool for Time-Series

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pyenv

Simple Python version management

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ripser.py

A Lean Persistent Homology Library for Python

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pyoselm

A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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FrEIA

Framework for Easily Invertible Architectures

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river

🌊 Online machine learning in Python

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how-to-write-a-paper

Guidelines and recommendations for writing papers or creating scientific presentations. This is the work of Jean-Yves LeBoudec.

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