SatvikVejendla
Class of 2023 at SBHS. Robotics 750B. Learned: HTML, CSS, JS, Node JS, Android Studio, Java, Python, SQL. Currently grinding Neural Networks
Pinned Repositories
Actor-Critic-Cartpole
An implementation of the A2C (Advantage Actor Critic) reinforcement learning model for the Cartpole environment in OpenAI Gym
Aqualius
A useful discord bot I programmed in 3 days.
BarnesWorkSpace
An app for Honors Algebra II students and AP Calculus AB students to view the solutions to their homework problems.
Covid-Visualization
A React JS Web App that renders a 3D globe to visualize Covid related data such as confirmed cases, deaths, and etc.
Heart-Disease-Analysis
A model trained on the heart disease dataset to identify likelihood of receiving a heart disease.
Mentalth
neat-js
A simple implementation of "Neuroevolution of augmenting topologies" (NEAT) in Node JS
Neural-Network-Module
A simple Neural Network module from scratch.
Sentiment-Analysis
A simple Tensorflow AI which uses the IMDB dataset to predict if a statement is positive or negative. It uses Python to train the model and JS to import the model, deploy and test the model.
Titanic-Survival-AI
A data science approach to creating an AI for the Titanic dataset. Uses "R" for data science and "Python" for the model. 89% accuracy
SatvikVejendla's Repositories
SatvikVejendla/neat-js
A simple implementation of "Neuroevolution of augmenting topologies" (NEAT) in Node JS
SatvikVejendla/Neural-Network-Module
A simple Neural Network module from scratch.
SatvikVejendla/Actor-Critic-Cartpole
An implementation of the A2C (Advantage Actor Critic) reinforcement learning model for the Cartpole environment in OpenAI Gym
SatvikVejendla/Aqualius
A useful discord bot I programmed in 3 days.
SatvikVejendla/BarnesWorkSpace
An app for Honors Algebra II students and AP Calculus AB students to view the solutions to their homework problems.
SatvikVejendla/Covid-Visualization
A React JS Web App that renders a 3D globe to visualize Covid related data such as confirmed cases, deaths, and etc.
SatvikVejendla/Sentiment-Analysis
A simple Tensorflow AI which uses the IMDB dataset to predict if a statement is positive or negative. It uses Python to train the model and JS to import the model, deploy and test the model.
SatvikVejendla/TicTacToe-AI
A simple Q-learning Reinforcement Learning TicTacToe AI which uses the Epsilon Greedy and Gamma Discount Factor algorithms to simulate neuroevolution
SatvikVejendla/Heart-Disease-Analysis
A model trained on the heart disease dataset to identify likelihood of receiving a heart disease.
SatvikVejendla/Mentalth
SatvikVejendla/Titanic-Survival-AI
A data science approach to creating an AI for the Titanic dataset. Uses "R" for data science and "Python" for the model. 89% accuracy
SatvikVejendla/Cartpole-DQN
A Deep Q Learning Keras AI which uses the Epsilon Greedy Policy to solve the Cartpole Environment by OpenAI Gym
SatvikVejendla/ColorChangingFitbitClock
SatvikVejendla/FlappyBird
A simple Java program that creates a JFrame and starts a game of FlappyBird. I coded this in my freshman year.
SatvikVejendla/Glitches
A short program that simulates a one of the old fashioned tvs.
SatvikVejendla/Matrix-Module-Node
A simple Node JS module for Matrix and Vector math, including Array-Matrix conversions
SatvikVejendla/MultiLayerNeuralNetwork
SatvikVejendla/NewsClassification
A simple Tensorflow news classification AI based on the Reuters dataset
SatvikVejendla/Node-JS-Autoclicker
SatvikVejendla/numpy-matrix-js
A numpy-like Matrix/Array module for Node JS.
SatvikVejendla/Progress-Face-Fitbit
A clock face for Fitbits programmed by me using Fitbit Studio.
SatvikVejendla/SatvikVejendla
SatvikVejendla/SBHSGPACalculatorSimple
A very simple GPA calculator I made in 1 day. This was made in my 1st month of learning Android Studio.
SatvikVejendla/simple-youtube-info
SatvikVejendla/SimpleChatApp
A simple chat app that allows 2 people to talk to each other. No phone numbers necessary. Just register with your email and it should be good.
SatvikVejendla/SPACStockMarketStats
Fetches live stock data from active and pre-IPO SPAC filters.
SatvikVejendla/spotify-download-songs
A web app that interacts with your spotify account to automatically download your songs and play them back without premium.
SatvikVejendla/TanksBattle
A 2D game created with Java in which 2 players control the angle of their tank and shoot bullets to try and hit the other person's tank.
SatvikVejendla/Unsupervised-Learning-Module
A simple unsupervised learning package coded from scratch for Node JS. Provides only k-means clustering and hierarchical clustering for detecting patterns in data.