Megha Singh's Projects
A resource repository for 3D machine learning
Created mean field solutions for equilibrium of two states and gillespie_ABA for two states, analysed their performance on different parameters and compared solutions
It converts number of one base into another base but it allows only 2,8,10 or 16 as a base
Django & React Template For Building Web Applications
In this Project I use the Kaggle Bike sharing dataset to predict the sales of bike given a Multivariate Time series. I model the multivariate data using ensemble of Random Forests and Gradient Boosted trees. After that the residuals of the model are fit with an ARMA/ARIMA/SARIMA model and later forecasted. The residuals are later added back to the predicted values
Implemented gradient ascent algorithm and hill climbing algorithm.
Used Dijkstra algorithm for finding shortest distance in a graph in Python. Plotted graph taking edge and node from user . Then,Shortest distance and graph of shortest distance is displayed between two nodes taken by user.
A toolkit for developing and comparing reinforcement learning algorithms.
Implemented kalman filter for robot movement data and visualized.
Backend API for Socialife - a social network webapp using Django + React
Built basic algorithms of machine learning.
A collection of machine learning examples and tutorials.
Code samples for my book "Neural Networks and Deep Learning"
Frontend using ReactJS for Socialife - a social network webapp using Django + React
Simple python script to convert live speech or any audio file to text using Google Speech Rexognition API♥
This is the code for the 'Tensorflow Neural Network' Live session by @Sirajology on Youtube
Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.