pacifikus's starred repositories
the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
awesome-seml
A curated list of articles that cover the software engineering best practices for building machine learning applications.
arxiv-sanity-lite
arxiv-sanity lite: tag arxiv papers of interest get recommendations of similar papers in a nice UI using SVMs over tfidf feature vectors based on paper abstracts.
what_are_embeddings
A deep dive into embeddings starting from fundamentals
the-art-of-debugging
The Art of Debugging
reprodl2021
Host repository for the "Reproducible Deep Learning" PhD course
intro-to-ml-with-kubeflow-examples
[WIP] Examples for the Intro to ML with Kubeflow book
ML-Engineering
Reference code base for ML Engineering, Manning Publications
awesome-early-exiting
A curated list of Early Exiting papers, benchmarks, and misc.
saiga-custom
Bunch of notebooks for pre-training custom Saiga-like LLM
data-analyze-for-cybersecurity
Материалы курса "Анализ данных для информационной безопасности"