dopper's repositories
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
AIOS
AIOS: LLM Agent Operating System
llama.cpp
LLM inference in C/C++
RAG-Mistral7b
RAG (Retrievel Augmented Generation) implementation using the Mistral-7B-Instruct-v0.1
anthology-of-modern-ml
Collection of important articles to be treated as a textbook
notebooks
Notebooks using the Hugging Face libraries 🤗
grok-1
Grok open release
instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
AmazonReviews2023
Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrieval and Recommendation".
roadmap
A public roadmap for Streamlit
python-docker-tutorial
Learn how to dockerize Python scripts and a Python web app
text_preprocessing_impact
Experimental notebooks about the impact of Text Preprocessing on modern classifiers and tasks.
spacy-course
👩🏫 Advanced NLP with spaCy: A free online course
texthero
Text preprocessing, representation and visualization from zero to hero.
ml-python-cookbook-runner
Dockerized Jupyter notebook to run commands from the ML Python Cookbook
Speedrun
Markdown to build tools
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
text_analysis_for_social_science
Code for the CUP Elements on text analysis in Python for social scientists
thisnewsdoesnotexist
A fully automated fake-news website. Publishes dozens of new AI-generated fake stories each day inspired by the day's real headlines. For educational purposes only.
nlpia
Examples and libraries for "Natural Language Processing in Action" book
SmoothNLP
专注于可解释的NLP技术 An NLP Toolset With A Focus on Explainable Inference