aaryadev's repositories
pca-implemntn-from-scratch
Principal Component Analysis implemenation from scratch using Numpy. Current implementation is for 2 dimensional features
Spotify-liked-songs-playlist-creator
Spotify doesn't allow you to share your liked songs. This projects takes your Spotify login details and creates a playlist with your liked songs to be able to share the playlist.
convolutional-autoencoders-anomaly-detection
Convolutional Autoencoders for Anomaly Detection on Defective Marble Images
graph-algorithms-visualization
Visualization of BFS, Dijkstra's and Topological Sort using Pygame and NetworkX.
heart-disease-prediction-classfication
Heart Disease Prediction - Logistic Regression, Linear Support Vector Machine and Random Forest Classifier. The project is also integrated with a react and flask web app.
Best-README-Template
An awesome README template to jumpstart your projects!
dev02chandan
Config files for my GitHub profile.
resnet50-implementation
Resnet50 architecture implementation for a relatively simple cat/dog classification problem
value-iteration-markov-decision-processes
Implementation of Value Iteration algorithm (Reinforcement Learning) for solving Markov Decision Processes.
lstm-sequence-classification
This project uses LSTM networks for binary sequence classification to determine if tweets are disaster-related or not, based on the "Natural Language Processing with Disaster Tweets" dataset.
text-autocomplete-cbow-from-scratch
This project implements the Continuous Bag of Words (CBOW) algorithm to predict missing words in a sentence based on the context of surrounding words.
abalones-on-regressor-trees
Trees for solving a simple regression prediction problem
batch-norm-low-complexity-ANNs
Trying to figure out the effects of batch normalization on low complexity ANNS.
Cyberpunk-Neon
Cyberpunk Neon Themes for KDE Plasma, GTK, Telegram, Tilix, Vim, Zim and more.
decision-trees-from-scratch
Implementing decision trees for a dummy problem from scratch, using only numpy
Musillow
Musillow - The song recommender app
python-transcompiler
A source-to-source compiler for python. This source translator uses Python as its source language and is implemented in C. Target language tbd.... : (
Satalite-Drainage-Systems
Using Image processing to figure out the drainage of a terrain using satellite generated contour photo
vanilla-cnn-binary-classfication
CNN model for classifying immature and mature cataracts using a dataset of 410 annotated, preprocessed, and augmented images for machine learning.