Roberto Esteves's repositories
autotransformers
A Python package for automatically training and comparing language models.
awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.
ColossalAI
Making large AI models cheaper, faster and more accessible
comet-examples
Examples of Machine Learning code using Comet.ml
Complete-Machine-Learning-
This repository contains everything you need to become proficient in Machine Learning
gemini-api-cookbook
A collection of guides and examples for the Gemini API.
generative-ai
Sample code and notebooks for Generative AI on Google Cloud
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Interpretable-Machine-Learning-with-Python
Interpretable Machine Learning with Python, published by Packt
LangChain-for-LLM-App-Development
The framework to take LLMs out of the box. Learn to use LangChain to call LLMs into new environments, and use memories, chains, and agents to take on new and complex tasks.
learn-generative-ai
Learn Cloud Applied Generative AI Engineering (GenEng) using OpenAI, Gemini, Streamlit, Containers, Serverless, Postgres, LangChain, Pinecone, and Next.js
learn-modern-python
Learn Modern Python 3.12+ with Type Hints
llama-hub
A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
llm-app
LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.
mlops-course
A project-based course on the foundations of MLOps with a focus on intuition and application.
mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
oneAPI-samples
Samples for Intel® oneAPI Toolkits
Open-Sora
Building your own video generation model like OpenAI's Sora
optuna-examples
Examples for https://github.com/optuna/optuna
pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
performance
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
practical-sql-2
Code and Data for the Second Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2022).
sql-studio
SQL Database Explorer [SQLite, libSQL, PostgreSQL, MySQL/MariaDB, DuckDB, ClickHouse]
start-machine-learning-in-2020
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2021 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
taipy
Turns Data and AI algorithms into production-ready web applications in no time.