Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →
Top 23 recommender-system Open-Source Projects
-
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
-
qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Project mention: Ask HN: Has Anyone Trained a personal LLM using their personal notes? | news.ycombinator.com | 2024-04-03I'm currently looking to implement locally, using QDrant [1] for instance.
I'm just playing around, but it makes sense to have a runnable example for our users at work too :) [2].
[1]. https://qdrant.tech/
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
Weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
Project mention: pgvecto.rs alternatives - qdrant and Weaviate | libhunt.com/r/pgvecto.rs | 2024-03-13 -
-
-
-
Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09
-
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
-
-
Project mention: Why the world needs computational social science | news.ycombinator.com | 2023-10-02
https://github.com/rguo12/awesome-causality-algorithms
"The limits of graphical causal discovery" (2021)
-
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
-
hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
Project mention: Building a Vector Database with Rust to Make Use of Vector Embeddings | /r/rust | 2023-06-01We have been playing around with Hora as a replacement for the Rust-CV implementation as we want PQ as well. I'll check out instanct-distance, looks very interesting!
-
recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow. (by tensorflow)
-
-
-
usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
Project mention: USearch SQLite Extensions for Vector and Text Search | news.ycombinator.com | 2024-02-22 -
Recommendation Framework https://github.com/alibaba/EasyRec
-
-
-
Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
-
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.
-
LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
I recently came across LLM4Rec-Awesome and felt inspired to build something small based on some of those papers-- essentially, it will be a RAG-powered, recommendation engine for games (and eventually much more).
-
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
recommender-system related posts
- [Advice] MLOps Course recommendations
- Federated-Recommendation-Neural-Collaborative-Filtering
- Kia ora, Wellington! We're Be More Human, a charity focused on AI & education & open source
- Overheard a WHS student say he was just gonna get Chat GPT to write his essay.
- Recommendations Gem... is it necessary?
- Is there already a profile recommendations engine?
- It was AI all along.
-
A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Index
What are some of the best open-source recommender-system projects? This list will help you:
Project | Stars | |
---|---|---|
1 | d2l-en | 21,564 |
2 | qdrant | 17,718 |
3 | Weaviate | 9,359 |
4 | gorse | 8,012 |
5 | LightFM | 4,593 |
6 | implicit | 3,412 |
7 | catalyst | 3,221 |
8 | spotlight | 2,934 |
9 | awesome-causality-algorithms | 2,788 |
10 | ml-surveys | 2,736 |
11 | hora | 2,552 |
12 | recommenders | 1,748 |
13 | torchrec | 1,719 |
14 | neural_collaborative_filtering | 1,707 |
15 | usearch | 1,611 |
16 | EasyRec | 1,467 |
17 | TensorRec | 1,250 |
18 | fastFM | 1,063 |
19 | Transformers4Rec | 1,021 |
20 | NVTabular | 1,002 |
21 | LLM4Rec-Awesome-Papers | 741 |
22 | RecSysDatasets | 702 |
23 | disco | 521 |