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StatsForecast StatsForecast offers a collection of widely used univariate time series forecasting models, including automatic ARIMA and ETS modeling optimized for high performance using numba. It also includes a large battery of benchmarking models. https://github.com/Nixtla/statsforecast

pycom A Python compiler, down to native code, using C++ https://github.com/Omyyyy/pycom

Python Web Conf 2022 Talks + Tutorials 90 videos β€” including talks, tutorials, lightning talks and socials are now available. https://www.youtube.com/playlist?list=PLt4L3V8wVnF7PJ3wfq1rdJWX4ziasHMHl

Tsuki Tsuki is a minimalistic open-sourced social media platform, built using Python. https://github.com/Devansh3712/tsuki

Theseus A library for differentiable nonlinear optimization. https://github.com/facebookresearch/theseus

LovelyPlots Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator. https://github.com/killiansheriff/LovelyPlots

django-queryset-feeler Tool to help understand how django querysets are executed. https://github.com/Lukas-Schillinger/django-queryset-feeler

I made a Python compiler, that can compile Python source down to fast, standalone executables. https://www.reddit.com/r/Python/comments/w7vlim/i_made_a_python_compiler_that_can_compile_python/

charlax / professional-programming A collection of full-stack resources for programmers. https://github.com/charlax/professional-programming

The limits of Python vectorization as a performance technique Vectorization is a great way to speed up your Python code, but you’re limited to specific operations on bulk data. Learn how to get past these limitations. https://pythonspeed.com/articles/vectorization-python-alternatives/

diffgram Training Data (Data Labeling, Annotation, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale. https://github.com/diffgram/diffgram

Modeling Short Time Series with Prior Knowledge in PyMC https://juanitorduz.github.io/short_time_series_pymc/

refinery The open-source data-centric IDE for NLP. Combining programmatic labeling, extensive data management and neural search capabilities. https://github.com/code-kern-ai/refinery