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Implementing the 4 agentic patterns from scratch
Shapley Interactions and Shapley Values for Machine Learning
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.
The official Python SDK for Codellm-Devkit
Hosted and command-line calculator of cohesion metrics for Java code
Query git repositories with SQL. Generate reports, perform status checks, analyze codebases. 🔍 📊
Create powerful Hydra applications without the yaml files and boilerplate code.
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and…
Document object mapper for pydantic and pymongo
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Lazy Predict help build a lot of basic models without much code A31E and helps understand which models works better without any parameter tuning
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
OmniXAI: A Library for eXplainable AI
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
A toolkit for pre-processing large source code corpora
Hypermodern Python Cookiecutter
Dora is an experiment management framework. It expresses grid searches as pure python files as part of your repo. It identifies experiments with a unique hash signature. Scale up to hundreds of exp…
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)