Aditya Sharma's repositories
RaspberryPi-Packet-Sniffer
An HTTP and HTTPS sniffing tool created using a Raspberry Pi
Video-to-audio-converter
A simple tool to convert video files into mp3 audio files
book-recommender-system-rbm
A book recommender system created using simple Restricted Boltzmann Machines in TensorFlow
information-theory-deep-learning
Resources and Implementations (PyTorch) for Information Theoretical concepts in Deep Learning
music-classification-cnn-pytorch
Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch
Deep-Learning-Algorithms-Implementation
Implementations of (Deep Learning + Machine Learning) Algorithms
Pdf-Word-Count
Get the count of words in a pdf file
Network-Usage-Tracker
A python script to keep track of, check and control the network usage
image-segmentation-pytorch
Image Segmentation using Fully Convolutional Networks in PyTorch
image-compression-techniques
Image compression using DP, Integer Linear Programming and K-means clustering
exploratory_data_analysis
A collection of exploratory data analysis techniques and resources
adult-income-prediction
A end-to-end data analysis pipeline including model deployment
adityashrm21.github.io
My personal tech blog
Spiking-Restricted-Boltzmann-Machines
Applications and build-up over basic SRBM implementation
tensorflowjs-live-classification-iris
A tensorflow.js web application to perform classification and prediction on the Iris dataset.
us-police-shootings-analysis
A Shiny app for the analysis of unjust police shootings in the United States
nhl-game-predictor
Model to predict win-loss in NHL games.
DSCI_562
Public resources for DSCI 562: Regression II
image-compression-toolkit-python
Three ways to compress your images!
image-compression-toolkit-R
Three ways to compress your images!
machine-learning-idea-generator
Find AI and machine learning opportunities to pursue
markdown-cv
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
salockhart.github.io
A simple portfolio Jekyll theme
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.