A repository with templates and projects related to data science
Date Created: 18/06/2021
Author: Xavier De Carvalho
Hi 👋
Welcome to my repository for data science!
Feel free to use any of the templates in this library for your data science projects.
Type
Model
File Name
Link
Deep Learning
LSTM
Named Entity Recognition
View
Deep Learning
GAN
Basic GAN
View
Deep Learning
CNN
Experimenting with pooling and filters
View
Classification
KNN
K-Nearest Neighbour for CSV Files
View
Clustering
K-Means
K-Means for CSV Files
View
Regression
Linear Regression
Simple Linear Regression for CSV Files
View
Regression
Linear Regression
Multiple Linear Regression for CSV Files
View
Type
Tutorial
Author
Resource
Link
TensorFlow
Basic classification: Classify images of clothing
tensorflow.org
Notebook
Tutorial
Type
Sub-Type
Language
Library
Name
Link
Math
Linear Algebra
Python
None
Elementwise Addition
View
Math
Linear Algebra
Python
None
Elementwise Multiplication
View
Math
Linear Algebra
Python
None
Vector Average
View
Math
Linear Algebra
Python
None
Vector Sum
View
Neural Network
Multi-Input
Python
None
Elementary Level Multi-Input Neural Network
View
Neural Network
Multi-IO
Python
None
Elementary Level Multi-IO Neural Network
View
Neural Network
Multi-Input
Python
NumPy
Elementary Level Multi-Input Neural Network
View
Neural Network
Multi-IO
Python
NumPy
Elementary Level Multi-IO Neural Network
View
Machine Learning
Regression
Python
None
Absolute Linear Regression Trick
View
Machine Learning
Regression
Python
None
Simple Linear Regression Trick
View
Machine Learning
Regression
Python
None
Linear Regression Algorithm
View
Deep Learning
CNN
Python
Tensorflow
MNIST Fashion Classifier Model
View
Date Updated
Editor
Changelog
09/07/2022
Xavier De Carvalho
Added Linear Regression Algorithm Script
04/10/2021
Xavier De Carvalho
Created Elementwise Addition Script Created Elementwise Multiplication Script Created Vector Average Script Created Vector Sum Script Created Elementary Level Multi-Input Nerual Network Standard Python Script Created Elementary Level Multi-IO Nerual Network Standard Python Script Created Elementary Level Multi-Input Nerual Network Python NumPy Script Created Elementary Level Multi-IO Nerual Network Python NumPy Script Created Absolute Linear Regression Trick Script Created Simple Linear Regression Trick Script Created MNIST Fashion Classifier Script Created Experiment With Pooling and Filters Notebook
12/08/2021
Xavier De Carvalho
Created Multiple Linear Regression Notebook Created Named Entity Recognition LSTM Notebook
18/06/2021
Xavier De Carvalho
First Commit