Top 5 Python Interpolation Projects

Regressio

3 337 2.9 Python

A python library for univariate regression, interpolation, and smoothing.
comfy_mtb

1 277 9.2 Python

Animation oriented nodes pack for ComfyUI

Project mention: Simple Faceswap mac | /r/comfyui | 2023-10-30

I've looked at ComfyUI-FaceSwap (ran into an error importing its models), Reactor (seems like it only works on Windows), and mtb (ran into error initially but still testing) to no avail. Would appreciate a simple explanation on how to do this effectively for comfyui on mac from anyone who's tried it!

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
SAITS

9 252 6.7 Python

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

Project mention: SAITS: Self-Attention-based Imputation for Time Series. Expert Systems with Applications, 219:119619, 2023. | /r/science | 2023-07-13

The full paper is available on arXiv: https://arxiv.org/abs/2202.08516. The code on GitHub: https://github.com/WenjieDu/SAITS/. If your research lies in time-series modeling, you may also be interested in the work PyPOTS: a Python toolbox for data mining on Partially-Observed Time Series. Its full paper is available on arXiv as well https://arxiv.org/abs/2305.18811, which has been peer-reviewed and accepted by the 9th SIGKDD international workshop Mining and Learning from Time Series (MiLeTS'23).

easing-functions

1 118 1.8 Python

A collection of Penner's easing functions for Python
FluidFrames.RIFE

5 112 6.8 Python

FluidFrames.RIFE | video AI frame-generation app
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).