Repository Index

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

• applied-machine-learning
• production
• applied-data-science
• machine-learning

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

• book
• chinese
• computer-vision
• deep-learning

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

• nlp
• datasets
• pytorch
• tensorflow

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

• deep-learning
• deep-learning-tutorial
• pytorch
• pytorch-tutorial

📺 Discover the latest machine learning / AI courses on YouTube.

• machine-learning
• deep-learning
• nlp
• natural-language-processing

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• pytorch
• python
• machine-learning
• deep-learning

Topic Modelling for Humans

• gensim
• topic-modeling
• information-retrieval
• machine-learning

Natural Language Processing Tutorial for Deep Learning Researchers

• nlp
• natural-language-processing
• tutorial
• pytorch

Low-code framework for building custom LLMs, neural networks, and other AI models

• deep-learning
• deeplearning
• deep
• learning

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

Open source annotation tool for machine learning practitioners.

• natural-language-processing
• machine-learning
• annotation-tool
• python

Neural question generation using transformers

• nlp
• nlg
• deep-learning
• transformer

An R package for the Quantitative Analysis of Textual Data

• r
• text-analytics
• natural-language-processing
• corpus

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

• aifinance
• fintech
• llama
• machine-learning

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

• word2vec
• text-mining
• natural-language-processing
• glove

A dataset of millions of news articles scraped from a curated list of data sources.

• fakenews
• dataset
• database
• corpus

Fast and Portable Character String Processing in R (with the Unicode ICU)

• stringi
• icu
• icu4c
• r

A curated list of NLP resources for Hungarian

• nlp
• natural-language-processing
• text-mining
• information-retrieval

Code repository for The Automation Ahead series, showcasing practical examples for GenAI-driven automation in investments. Each installment dives into specific tools, techniques, and use cases to help professionals assess and apply GenAI effectively.

• data-science
• deep-learning
• finance
• financial-data

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

• data-harmonization
• data-science
• depression
• harmonisation