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Top 21 Python recommender-system Projects
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: How can I load a dataset of sparse vectors (one-hot encoding) efficiently (or lazily) while fitting to prevent overloading GPU's VRAM. | reddit.com/r/tensorflow | 2022-07-18
Code for https://arxiv.org/abs/1708.05031 found: https://github.com/hexiangnan/neural_collaborative_filtering
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recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow. (by tensorflow)
Project mention: How to implement MultipleNegativesRankingLoss in TF? | reddit.com/r/tensorflow | 2022-10-25I have found a similar approach here https://github.com/tensorflow/recommenders/blob/main/tensorflow_recommenders/tasks/retrieval.py
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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NVTabular
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
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Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
Project mention: New item prediction modules in open source libraries | reddit.com/r/datascience | 2022-02-22 -
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Project mention: Small to Reasonable Scale MLOps - An Approach to Effective and Scalable MLOps when you're not a Giant like Google | dev.to | 2022-07-28
Post Modern Stack
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Project mention: Dynamically Optimize Any Swift Object with Reinforcement Learning | reddit.com/r/iOSProgramming | 2022-11-20
Object optimization is available immediately for Python, iOS, and Android. See the Quick-Start Guide to learn more.
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matrix-factorization
Library for matrix factorization for recommender systems using collaborative filtering
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movie-recommender
Movie recommender system based on Non-Negative Matrix Factorization and Singular Value Decomposition, with a Flask web interface (by lorenanda)
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mtgbot
A Magic: The Gathering Finance Bot that generates excel spreadsheets of analyzed card values over a period of days given single MTGGoldfish.com cards or set/format lists for M:TG.
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Learn how to build a content-based Movie Recommender System
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Project mention: Create a progression of recommendations with any recommender | reddit.com/r/Python | 2022-03-31
Hi! For work I made a recommendation progression package which we've open sourced! Let me explain.
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Project mention: Garrascobike: bike recommendation system Web App | reddit.com/r/SideProject | 2022-03-17
garrascobike-be - code of the back end system
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- Recently launched my first end-to-end ML app! A film recommender system based on matrix factorization, built for Letterboxd users.
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A note from our sponsor - #<SponsorshipServiceOld:0x00007fea59b9a9b0>
www.saashub.com | 1 Feb 2023
Index
What are some of the best open-source recommender-system projects in Python? This list will help you:
Project | Stars | |
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1 | LightFM | 4,238 |
2 | implicit | 3,062 |
3 | spotlight | 2,823 |
4 | neural_collaborative_filtering | 1,570 |
5 | recommenders | 1,514 |
6 | TensorRec | 1,224 |
7 | fastFM | 1,017 |
8 | NVTabular | 885 |
9 | Transformers4Rec | 739 |
10 | RecSysDatasets | 429 |
11 | rexmex | 259 |
12 | EnvisEdge | 132 |
13 | post-modern-stack | 128 |
14 | riscv-newop | 14 |
15 | python-sdk | 13 |
16 | matrix-factorization | 12 |
17 | movie-recommender | 4 |
18 | mtgbot | 4 |
19 | recommendation-system | 3 |
20 | graph-progression | 1 |
21 | garrascobike-be | 0 |