andresveraf

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cs-video-courses

List of Computer Science courses with video lectures.

Generative-AI-with-LLMs

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

INFO257

Inteligencia Artificial 2020, Ingeniería Civil Informática, Universidad Austral de Chile

LangChain-Chat-with-Your-Data

Start building practical applications that allow you to interact with data using LangChain and LLMs.

ml_guides

PyTorch_Notes

My Notes on A Series of PyTorch Lectures

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

andresveraf/aider

aider is AI pair programming in your terminal

andresveraf/awesome-system-design-resources

Learn System Design concepts and prepare for interviews using free resources.

andresveraf/biostatistics

Biostatistics resources : reading list, RMarkdown notebooks, and more!

andresveraf/computer-science

🎓 Path to a free self-taught education in Computer Science!

andresveraf/deepeval

The LLM Evaluation Framework

andresveraf/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

andresveraf/devops-basics

🚀 Practical and document place for DevOps toolchain

andresveraf/FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

andresveraf/Flowise

Drag & drop UI to build your customized LLM flow

andresveraf/generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

andresveraf/Go

Algorithms and Data Structures implemented in Go for beginners, following best practices.

andresveraf/Herramienta_de_sesgos_y_equidad

Repositorio de MVP para herramientas de IA responsable

andresveraf/imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

andresveraf/llm-zoomcamp

LLM Zoomcamp - a free online course about building a Q&A system

andresveraf/lm-evaluation-harness

A framework for few-shot evaluation of language models.

andresveraf/mermaid

Generation of diagrams like flowcharts or sequence diagrams from text in a similar manner as markdown

andresveraf/ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

andresveraf/openai-cookbook

Examples and guides for using the OpenAI API

andresveraf/openui

OpenUI let's you describe UI using your imagination, then see it rendered live.

andresveraf/oreilly_live_training_llm_apps

Notebooks for the live trainining about llm app development

andresveraf/phoenix

AI Observability & Evaluation

andresveraf/PraisonAI

PraisonAI application combines AutoGen and CrewAI or similar frameworks into a low-code solution for building and managing multi-agent LLM systems, focusing on simplicity, customisation, and efficient human-agent collaboration.

andresveraf/pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

andresveraf/Pyomo

Pyomo respository provides a comprehensive library of solved models in Supply chain management

andresveraf/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

andresveraf/udd_data_science_lectures

Repositorio con notas y apuntes de data science enfocados tanto en teoría como en implementación mediante el uso del lenguaje Python. Implementaciones mayores enfocadas mayormente a problemas mineros y metalúrgicos.

andresveraf/videos

Code for the manim-generated scenes used in 3blue1brown videos

andresveraf/whisper

Robust Speech Recognition via Large-Scale Weak Supervision

andresveraf/YaFSDP

YaFSDP: Yet another Fully Sharded Data Parallel

andresveraf/youtube-stuffs

This repository contains most of the python codes that is presented in my youtube videos.