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FASL.Work
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06:13
(UTC -04:00) - https://fsantibanezleal.github.io/
- https://orcid.org/0000-0002-0150-3246
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Lists (12)
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🥼 ALGES
Old preliminary codes and personal analysis when working at ALGESBShot
Projects for a local Digital Marketing company⛰️ COD
Internal Products developed for COD***** Company👨🏼💻 Coding
Just spare code📶 IDS
Codes and Work develop at Information and Decision Systems Laboratory at Universidad de Chile🚧 Nea
Internal Analysis for client AL**** N** Consulitng🔀 Omega
Services and Products developed for Omega *** ClientStars
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
An easy-to-use, feature-rich Visual Studio Code Dev Container with a ready-to-use thesis style template for typesetting in LaTeX.
Pythonic Programming Framework to orchestrate jobs in Databricks Workflow
SGLang is a fast serving framework for large language models and vision language models.
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…
Practical guidance for time series analysis in Python
A Python package that makes it easy for developers to create AI apps powered by various AI providers.
Install and Run Python Applications in Isolated Environments
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Inno Setup is a free installer for Windows programs. First introduced in 1997, Inno Setup today rivals and even surpasses many commercial installers in feature set and stability.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Fast and Accurate ML in 3 Lines of Code
This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Foundation Models for Time Series
ROS 2 enabled 2D mobile robot simulator for behavior prototyping.
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
ClusterDC is a density-based clustering algorithm tailored for identifying clusters in a two-dimensional embedding space. It is fast, robust, flexible, and data-driven.