AdrianoMourthe

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@IPEA

Rio de Janeiro

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Adriano Mourthé's starred repositories

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Language:PythonApache-2.035429 761 9296

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Language:PythonNOASSERTION22572 406 290

recommenders

Best Practices on Recommendation Systems

Language:PythonMIT18478 271 849

primitive

Reproducing images with geometric primitives.

Language:GoMIT12370 182 75

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Language:PythonMIT7658 118 161

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Language:Jupyter NotebookMIT6372 191 454

nlp-recipes

Natural Language Processing Best Practices & Examples

Language:PythonMIT6350 188 211

ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, Axolotl, etc.

Language:PythonApache-2.06302 248 2422

AnomalyDetection

Anomaly Detection with R

Language:RGPL-3.03546 331 79

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

Language:PythonMIT3294 95 772

alibi

Algorithms for explaining machine learning models

Language:PythonNOASSERTION2350 54 361

modAL

A modular active learning framework for Python

Language:PythonMIT2176 41 143

pyts

A Python package for time series classification

Language:PythonBSD-3-Clause1731 25 79

transdim

Machine learning for transportation data imputation and prediction.

Language:Jupyter NotebookMIT1171 37 28

fastFM

fastFM: A Library for Factorization Machines

Language:PythonNOASSERTION1072 28 107

pyFM

Factorization machines in python

Language:Python919 45 34

n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Language:PythonMIT848 22 43

communities

Library of community detection algorithms and visualization tools

Language:PythonMIT710 19 12

InceptionTime

InceptionTime: Finding AlexNet for Time Series Classification

Language:PythonGPL-3.0622 22 25

Practical_NLP_in_PyTorch

A repository containing tutorials for practical NLP using PyTorch

Language:Jupyter Notebook530 31 16

node

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

Language:Jupyter NotebookMIT472 15 1

torchnca

A PyTorch implementation of Neighbourhood Components Analysis.

Language:PythonMIT400 17 8

cd-diagram

Critical difference diagram with Wilcoxon-Holm post-hoc analysis.

Language:PythonGPL-3.0242 9 8

BPR-pytorch

A pytorch implementation for BPR (Bayesian Personalized Ranking).

Language:Python136 3 7

conda-devenv

A conda tool to work with multiple projects in development mode.

Language:PythonMIT120 31 56

topic-explorer

System for building, visualizing, and working with LDA topic models

Language:PythonNOASSERTION92 19 316

exp-trmf-nips16

Experimental Codes for Temporal Regularized Matrix Factoriztion for High-dimensional Time Series Prediction.

Language:CBSD-3-Clause78 4 10

tslib

Time Series Forecasting and Imputation

Language:Python48 6 5

covid19-agestructureSEIR-wuhan-social-distancing

Age-structured SEIR model for COVID-19 outbreak in Wuhan, China

Language:HTMLGPL-3.039 6 2

matematica-das-epidemias

Código fonte das visualizações de dados feitas para a matéria sobre epidemiologia matemática

Language:JavaScriptGPL-3.020 20