santiviquez

The-Little-Book-of-ML-Metrics

The book every data scientist needs on their desk.

ageml

Study the temporal performance degradation of machine learning models.

approach-ml-problem

Code and exercices from the Abhishek Thakur book: Approaching (Almost) Any Machine Learning Problem

Deep-Learning-Udacity-Foundations

drift-paper-experiments

Contains experiments using data and models from the paper: "Open-Source Drift Detection Tools in Action: Insights from Two Use Cases"

Grokking-Deep-Learning-Practice

This repo contains all practices made in the Deep Learning Book form Grokking

harry-potter-rnn

Harry Potter Deep Learning Experiment

iris-streamlit

lie-detection

Using 13 datasets from 13 different phycological tests to identify fake answers. Analyse if predictors are unreliable and model dependent.

nannyml

Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance.

santiviquez/ageml

Study the temporal performance degradation of machine learning models.

santiviquez/harry-potter-rnn

Harry Potter Deep Learning Experiment

santiviquez/iris-streamlit

santiviquez/approach-ml-problem

Code and exercices from the Abhishek Thakur book: Approaching (Almost) Any Machine Learning Problem

santiviquez/Deep-Learning-Udacity-Foundations

santiviquez/drift-paper-experiments

Contains experiments using data and models from the paper: "Open-Source Drift Detection Tools in Action: Insights from Two Use Cases"

santiviquez/Grokking-Deep-Learning-Practice

This repo contains all practices made in the Deep Learning Book form Grokking

santiviquez/lie-detection

Using 13 datasets from 13 different phycological tests to identify fake answers. Analyse if predictors are unreliable and model dependent.

santiviquez/noisy-human-recognition

Recognized non-speech human sounds such as: clapping, footsteps, brushing teeth, drinking sipping, laughing, etc

santiviquez/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

santiviquez/frank-wolfe-svm

Frank Wolfe methods for SVM training

santiviquez/nannyml

Detecting silent model failure. NannyML estimates performance for regression and classification models using tabular data. It alerts you when and why it changed. It is the only open-source library capable of fully capturing the impact of data drift on performance.

santiviquez/conversation-summarization

santiviquez/data-science-from-scratch

Code for 'Data Science From Scratch' book

santiviquez/data-science-interviews

Data science interview questions and answers

santiviquez/data-science-trivia

santiviquez/Fisica-Estadistica

santiviquez/hallucinations-in-nmt

santiviquez/ivy

The Unified Machine Learning Framework

santiviquez/makemore

This repo follows Kaparthy's building makemore video

santiviquez/maple-vs-dogs

santiviquez/micrograd

Follows Kaparthy's building micrograd video

santiviquez/sample_datasets

Sample Datastets

santiviquez/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

santiviquez/uber-trips

Simple python script that transforms personal uber trips data in the necessary way to make a pretty Data Studio dashboard

santiviquez/usepandas