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Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Jupyter Notebook 4,233 925 Updated May 28, 2024

Build Text Rerankers with Deep Language Models

Python 231 21 Updated Feb 20, 2024

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

Python 2,638 352 Updated Jun 13, 2024

OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems

Python 181 14 Updated Jun 21, 2024

Best Practices on Recommendation Systems

Python 18,361 3,026 Updated Jun 26, 2024

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

Python 1,058 144 Updated May 14, 2024

A Comparative Framework for Multimodal Recommender Systems

Python 842 138 Updated Jun 26, 2024

Apache Solr open-source search software

Java 1,077 615 Updated Jun 27, 2024

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Python 693 79 Updated May 3, 2024

Jupyter notebooks for the Natural Language Processing with Transformers book

Jupyter Notebook 3,675 1,118 Updated Apr 30, 2024

A repository for my PyCon talk: "Building a personal assistant with Haystack and GPT: How to feed facts to large language models and reduce hallucinations"

Jupyter Notebook 19 1 Updated Apr 16, 2023

πŸ’« Industrial-strength Natural Language Processing (NLP) in Python

Python 29,159 4,323 Updated Jun 26, 2024

πŸ¦œπŸ”— Build context-aware reasoning applications

Python 88,141 13,797 Updated Jun 27, 2024

A Python wrapper for Google Tesseract

Python 5,631 707 Updated Jun 24, 2024

The world's simplest facial recognition api for Python and the command line

Python 52,283 13,346 Updated Jun 18, 2024

Tesseract Open Source OCR Engine (main repository)

C++ 59,360 9,211 Updated Jun 21, 2024

scikit-learn: machine learning in Python

Python 58,737 25,102 Updated Jun 27, 2024

Deep Learning for humans

Python 61,226 19,368 Updated Jun 27, 2024

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 79,884 21,487 Updated Jun 27, 2024

An Open Source Machine Learning Framework for Everyone

C++ 183,781 74,028 Updated Jun 27, 2024

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

C++ 16,317 3,796 Updated Jun 26, 2024

Distributed Asynchronous Hyperparameter Optimization in Python

Python 7,131 1,049 Updated Jun 10, 2024

πŸ€— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 128,215 25,431 Updated Jun 27, 2024

Multilingual Sentence & Image Embeddings with BERT

Python 14,291 2,390 Updated Jun 27, 2024

Sequential model-based optimization with a `scipy.optimize` interface

Python 2,731 548 Updated Feb 23, 2024

A Python implementation of LightFM, a hybrid recommendation algorithm.

Python 4,660 679 Updated May 21, 2024