Amaya Srivastava's Projects
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
A 100 Day ML Challenge to learn and implement ML/DL concepts ranging from the basics of Machine Learning to advanced Deep Learning.
Public material for CS109
Compare and find similarities in the music listening habits of two Spotify users. Also, a music recommender built using the nearest neighbor algorithm and Fast API which recommends you N songs based on the song you give.
Projects on Artificial Intelligence
A tool to figure out the input/output sizes when performing convolutions using Streamlit and deployed on Heroku.
Convolution visualizations
Machine learning-Stanford University
Image restoration with neural networks but without learning.
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
DeepFaceLab is the leading software for creating deepfakes.
An attempt to create deepfake of my still image using a driving video.
DSA-Self Paced With Doubt Assistance Course Solutions in Python (Python 3)
The fastai deep learning library, plus lessons and tutorials
Create Hacktoberfest PRs
Hummingbird compiles trained ML models into tensor computation for faster inference.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
Prediction of a movie genre by it's poster or cover. Accuracy 91.17%
Making latest music uploads reach to the members of Fampay.