sm823zw/Autoencoders sm823zw/Autoencoders

  • Stars
    star
    1
  • Language
    Jupyter Notebook
  • Created about 3 years ago
  • Updated about 3 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
sm823zw/Autoencoders
github

sm823zw

Reviews

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

Repository Details

This repository consists of Jupyter notebooks where auto-encoders, denoising auto-encoders, and variational auto-encoders have been used for learning latent representation and reconstructing MNIST images.

More Repositories

1

Recommendation-System-Using-GNNs

This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).
Jupyter Notebook
23
star
2

Stock-Market-Index-Prediction

This repo deals with time series prediction using LSTMs. An encoder-decoder architecture was used for this purpose. A dual-stage attention mechanism (DA-RNN) has been used in addition to it.
Jupyter Notebook
22
star
3

PINN-for-Poisson-Equation

This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks
Jupyter Notebook
8
star
4

Neural-Network-Backprop-using-C

In this repo, the backpropagation algorithm in feedforward neural networks is implemented from scratch using C.
C
8
star
5

Melanoma-Image-Augmentation-and-classification

This repository deals with generating 'malign' synthetic samples from 'benign' samples using CycleGAN to mitigate class imbalance and detecting Melanoma using a new balanced skin lesion image dataset.
Jupyter Notebook
5
star
6

Music-Speech-Classification

Unsupervised Music Speech Classification using Gaussian Mixture Models (EM algorithm)
Jupyter Notebook
5
star
7

Human-Face-Spoofing-Detection

This repo proposes a spoofing detection system using Convolutional Neural Networks (CNN). The CNN model is very light-weight, easier and faster to load and run. It is ideally designed for real-time detection in embedded hardware.
Jupyter Notebook
4
star
8

Differential-Equations-using-Machine-Learning

This repository deals with solving partial differential equations using Machine Learning.
Jupyter Notebook
3
star
9

Natural-Language-Inference

In this project, several Bi-LSTM and Bi-GRU models were created and trained for the task of Natural Language Inference.
Jupyter Notebook
2
star
10

Noise-Removal-from-Medical-Images

In this repository, denoising of medical images has been performed using convolutional auto-encoder models.
Jupyter Notebook
2
star
11

Final-Score-Prediction

Jupyter Notebook
1
star
12

Cricket-Data-Analysis

The repository contains code for scraping data from the ESPNCricinfo website.
Jupyter Notebook
1
star
13

Diabetes-Prediction

Trained various classifiers on the Diabetes dataset.
Jupyter Notebook
1
star
14

Bayes-Classifier

This repo consists of classification tasks using the Bayes classifier, GMMs, and nearest neighbor classifier.
Jupyter Notebook
1
star
15

Football-Data-Analysis-and-Viz

Jupyter Notebook
1
star
16

Premier-League-Data-Analysis

R
1
star
17

leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).
C++
1
star
18

Fake-News-Classifier

In this repo, Fake News Classifiers using LSTM models have been trained.
Jupyter Notebook
1
star
19

Duckworth-Lewis-Method-Analysis

This repo deals with approximating/fitting 'runs production function' using the first innings data of ODI matches and obtaining the curves used in the DL method used in cricket to set revised targets in games shortened due to rain/bad light.
Python
1
star