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Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.
Full Implementation of Recommender System in Pytorch (with examples)
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
Pytorch domain library for recommendation systems
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
Course on Recommender Systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2024/2025.
Bulk Gallery Downloader for Cyberdrop.me and Other Sites
An open-source academic paper management tool.
Collection of important articles to be treated as a textbook
Deep Learning for Speech
Augmentex — a library for augmenting texts with errors
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…
TeXstudio is a fully featured LaTeX editor. Our goal is to make writing LaTeX documents as easy and comfortable as possible.
A technical report on convolution arithmetic in the context of deep learning
Website containing illustrations about Machine Learning theory!
A framework for large scale recommendation algorithms.
Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems
RSTutorials: A Curated List of Must-read Papers on Recommender System.
A Comparative Framework for Multimodal Recommender Systems
Source code for Twitter's Recommendation Algorithm
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
Header-only C++/python library for fast approximate nearest neighbors
Python BK-tree data structure to allow fast querying of "close" matches
Fast, efficiently stored Trie for Python. Uses libdatrie.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Uplift modeling and causal inference with machine learning algorithms