gugarosa/apostila_ml gugarosa/apostila_ml

  • This repository has been archived on 02/Jun/2022
  • Stars
    star
    2
  • Language
    TeX
  • License
    MIT License
  • Created about 6 years ago
  • Updated about 6 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
gugarosa/apostila_ml
github

gugarosa

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

📋 Apostila para o curso de Aprendizado de Máquina do programa de Pós-Graduação em Ciência da Computação da UNESP.

More Repositories

1

opytimizer

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
Python
581
star
2

learnergy

💡 Learnergy is a Python library for energy-based machine learning models.
Python
60
star
3

modelos_latex

📝 Modelos simples e compreensíveis em LaTeX, adaptados para a Faculdade de Ciências da UNESP.
TeX
48
star
4

viviner

🍷 Scraps data from Vivino and collects outstanding wine-based meta-data.
Python
36
star
5

opfython

🌳 A Python-inspired implementation of the Optimum-Path Forest classifier.
Python
31
star
6

nalp

🗣️ NALP is a library that covers Natural Adversarial Language Processing.
Python
23
star
7

leaflyer

🍀 Scraps data from Leafly and collects amazing weed-based meta-data.
Python
17
star
8

evolutionary_ensembles

📄 Official implementation regarding the paper "Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification".
Python
8
star
9

libras_decoder

✋ A hand tracking system that integrates a classification architecture which decodes gestual alphabet into text.
Python
8
star
10

opytimark

📈 Opytimark is a Python library consisting of optimization benchmarking functions.
Python
7
star
11

go_api_boilerplate

⚙️ A Go-based API boilerplate for speeding up future projects.
Go
7
star
12

jucesp_rpa

🤖 An RPA-based tool for extracting information over JUCESP.
Python
6
star
13

statys

📊 Statistical analyzers to provide more robust comparisons between Machine Learning techniques.
Python
5
star
14

mh_deep_application

🐝 Nature-Inspired Optimization Applied to Deep Learning for ICMC/USP mini-course.
Python
4
star
15

iris_recognition

👁️ An easy-to-use iris recognition system based on Daugman's approach.
MATLAB
4
star
16

textformer

🔮 Transformer-based architectures for handling text generation and translation.
Python
3
star
17

text_augmenter

✒️ RNNs and Transformers text-based augmentation for ICMC/USP mini-course.
TeX
3
star
18

dualing

🐾 Dualing is a Python library that implements dual-based neural learning.
Python
3
star
19

multi_activation

📄 Official PyTorch and Tensorflow implementations regarding the Multi Activation layer.
Python
2
star
20

LibOPT4Caffe

☕ Integration library, built to assimilate LibOPT and Caffe together.
Protocol Buffer
2
star
21

py4research

📦 A step-by-step tutorial on how to build a Python package for research.
TeX
2
star
22

synthetic_rbms

📄 Official implementation regarding the paper "Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines".
Python
2
star
23

politico_honesto

💸 An RPA-based assistant that extracts information about a candidate over TSE.
Python
2
star
24

textfier

📝 Textfier provides an easier interface to text-based modifiers.
Python
2
star
25

annotator

✏️ A Doccano-based project designed to fulfill ML-based needs.
Python
2
star
26

dbn_tuning

📄 Official implementation regarding the chapter "Fine-Tuning Deep Belief Networks with Harmony-Based Optimization".
Python
2
star
27

python_api_boilerplate

⚙️ A Python-based API boilerplate for speeding up future projects.
Python
1
star
28

loss_programming

📄 Official implementation regarding the paper "Programmatically Evolving Losses in Machine Learning".
Python
1
star
29

crypto_meleon

🐊 Changes CryptoMeleon's colors with just a few lines of code.
Python
1
star
30

amazonas

💧 An OpenSea fully-customizable integration that allows the creation of smart contracts.
Solidity
1
star
31

crbm_tuning

📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".
Python
1
star
32

ghost_reader

👻 An image-to-text and text-to-voice application focused on accessibility.
Python
1
star
33

tsgan_nlg

📄 Official implementation regarding the paper "Natural Language Generation With Similarity-Based Adversarial Learning".
Python
1
star
34

mh_feature_selection

📄 Official implementation regarding the paper "A Survey on Metaheuristic Approaches to Feature Selection".
Python
1
star
35

mh_fine_tuning

📄 Official implementation regarding the paper "Improving Pre-Trained Weights Through Meta-Heuristic Fine-Tuning".
Python
1
star