Andres L. Suarez-Cetrulo's repositories
frouros
Frouros: an open-source Python library for drift detection in machine learning systems.
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
data-science-at-the-command-line
Data Science at the Command Line
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
alibi-detect
Algorithms for outlier, adversarial and drift detection
riffusion
Stable diffusion for real-time music generation
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
nannyml
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
datadrivencv
R package for building customizable CVs from spreadsheets
Pythonic
Trading platform for digital currencies
docker-spark-cluster
A simple spark standalone cluster for your testing environment purposses
OnlineStats.jl
Single-pass algorithms for statistics
Nim
Nim is a compiled, garbage-collected systems programming language with a design that focuses on efficiency, expressiveness, and elegance (in that order of priority).
Better-Python-59-Ways
Code Sample of Book "Effective Python: 59 Specific Ways to Write Better Pyton" by Brett Slatkin
applicationize
Converts your favorite web apps into desktop apps with their own dedicated launcher icon.
shap
A unified approach to explain the output of any machine learning model.
brightwind
Python library containing wind analysis functions
Data-Streams-Online-Classification-WEKA-MOA-Algorithms
iGNGSVM, OI-SVM, GNG and ENN developed in MOA/WEKA.
GrowingNeuralGas
Simple implementation of the "growing neural gas" artificial neural network
neuralwarp
A supporting website for the paper "NeuralWarp: Time-Series Similarity with Warping Networks"
scikit-multiflow
A multi-output/multi-label and stream data framework. Inspired by MOA and MEKA, following scikit-learn's philosophy.
100-Days-Of-ML-Code
100 Days of ML Coding
Stocks-Prices-Scraping
Stock prices scraping from Google Finance. Also downloaded from Alpha Vantage to have two sources of the data.
Sparkling-the-Ingestion
Spark Scripts for Ingesting files converting its format.
ta-lib
Python wrapper for TA-Lib (http://ta-lib.org/).