Andrés Moreno's starred repositories

supervision

We write your reusable computer vision tools. 💜

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scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

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litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

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cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

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python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

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BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

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uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

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spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

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cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

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lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

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Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

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Awesome-GNN4TS

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

uncertain_ground_truth

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

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lm-spanish

Official source for spanish Language Models and resources made @ BSC-TEMU within the "Plan de las Tecnologías del Lenguaje" (Plan-TL).

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raspy

An interactive exploration of Transformer programming.

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09_Python_NumPy_Module

Numpy is a general-purpose array-processing package. It provides a high-performance multidimensional array object and tools for working with these arrays. It is the fundamental package for scientific computing with Python. Besides its obvious scientific uses, Numpy can also be used as an efficient multi-dimensional container of generic data.

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recs-at-resonable-scale

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

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KBRD

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

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DeepLearning

Lecture slides for study about "Deep Learning" written by Ian Goodfellow, Yoshua Bengio and Aaron Courville

DeepLearning-Lab

Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

ClayRS

Complexly represent contents, build recommender systems, evaluate them. All in one place!

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sivirep

Data Wrangling and Automated Reports from 'SIVIGILA' source

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Donald-Knuth-Books

"Science is what we understand well enough to explain to a computer; art is everything else." ― Donald E. Knuth

mit6.046

MIT 6.046: Introduction to Algorithm Design code implementations

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serofoi

Estimates the Force-of-Infection of a given pathogen from population based sero-prevalence studies

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vaccineff

R package with tools for estimating vaccine effectiveness and vaccine related metrics

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lorecommender

LORecommender is a framework for the rapid prototyping of knowledge-based recommender systems applied to learning object recommendation.

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NURIKABE

Online Nurikabe puzzle game

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