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A curated list of articles that cover the software engineering best practices for building machine learning applications.

1,268 123 Updated Mar 26, 2024

Scala School 2

Scala 343 77 Updated Oct 8, 2021

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

838 124 Updated Feb 13, 2022

A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python

36,711 4,037 Updated Feb 5, 2025

A list of established remote companies

7,981 639 Updated Dec 9, 2024

😎 A curated list of awesome MLOps tools

Python 4,302 596 Updated Nov 29, 2024

Kubernetes community content

Jupyter Notebook 12,146 5,199 Updated Feb 14, 2025

Updating list of favorite internet essays

48 2 Updated May 6, 2024

MuseScore is an open source and free music notation software. For support, contribution, bug reports, visit MuseScore.org. Fork and make pull requests!

C++ 12,666 2,752 Updated Feb 15, 2025

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

Jupyter Notebook 1,292 390 Updated Jan 8, 2022

The Fuzzy Labs guide to the universe of open source MLOps

454 47 Updated Jul 17, 2024

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Jupyter Notebook 5,430 675 Updated Jan 20, 2025
Python 141 17 Updated Jan 28, 2025

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning mode…

Jupyter Notebook 1,391 265 Updated Feb 15, 2023

Software Engineering for Machine Learning

Python 11 3 Updated May 24, 2020

scikit-learn: machine learning in Python

Python 61,083 25,587 Updated Feb 14, 2025

Generate embeddings from large-scale graph-structured data.

Python 3,397 453 Updated Mar 3, 2024

A curated list of awesome Machine Learning frameworks, libraries and software.

Python 66,947 14,791 Updated Feb 13, 2025

A machine learning package for streaming data in Python. The other ancestor of River.

Python 770 187 Updated Nov 2, 2023

Home to the design and engine of the @Lux-AI-Challenge Season 1, hosted on @kaggle

Jupyter Notebook 904 151 Updated Jul 15, 2022

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Python 8,335 595 Updated Oct 8, 2024

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

1,757 306 Updated Jan 20, 2025

Version-bump your software with a single command

Python 1,505 146 Updated Jul 14, 2023

📝 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

575 99 Updated Mar 16, 2023

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

Python 2,323 263 Updated Feb 14, 2025

Data-Centric Pipelines and Data Versioning

Go 6,203 569 Updated Feb 3, 2025

An implementation of a deep learning recommendation model (DLRM)

Python 3,828 851 Updated Oct 11, 2024

A curated list of references for MLOps

12,873 1,914 Updated Nov 21, 2024

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

Python 2,744 497 Updated Feb 14, 2025

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Rust 31,856 2,074 Updated Feb 15, 2025
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