a.i-learns-to-play-atari-breakout-reinforcementlearning

Using the "Advantage Actor Critic(A2C)" Reinforcement Learning method, the 'Agent' is trained to play Atari's Breakout.

a.i-learns-to-play-atari-mspacman-reinforcementlearning

Using the "Advantage Actor Critic(A2C)" Reinforcement Learning method, the A.I is trained to play Atari's MsPacman.

anuraagrath

btc.usd-analysisvisualization-app

A simple webapp created using Python3 to display interractive graphs of BTC and USD closing prices and their Volumes. The webapp has been created using the 'streamlit' python library.

challengedb

ChallengeDB is a python Desktop app which can be used to enter/store/edit information on your current process for the project you have undertaken. Its a simple GUI, using which you can enter simple details like Name, Projectname, Progress etc. It utilizes the Tkinter module for the GUI and the sqllite3 module for storing info in a database

crypto_candlestickanalysis-webapp

A Candlestick analysis webapp that gives you the real time Chart of the prices of Bitcoin, Ether and Litecoin.

deepqlearning-a.i-learns-to-balance-a-pole

Using Deep Q Learning, The Reinforcement 'Q' learning model is used along with a Neural Network to provide optimal 'q' function values i.e the optimal 'Actions' for the 'Agent' to undergo at a given time to balance a pole. The Deep-Q-Network is created using Pytorch. This is a base model which is to be improved upon.

discowithme

A simple MusicPlayer using Python Tkinter, pygame and os module. Play your saved Music easily using this Desktop App.

e.r.i.c_enhanced-realtime-intelligent-computer

Enhanced Realtime Intelligent Computer or simply E.R.I.C is a simple Assistant that can get a lot of stuff done for you. He can open SubReddits, Launch Apps, Create folders, tell you about the weather, tell you Jokes and what not. Take good care of him. He's a good friend

filecreatorscript

Using Shell-Scripting a basic program is written to create new Files or Directories, Create python and shellscript files and even set file privileges

flappybird-neuroevolution-ai

A Javascript implementation of FlappyBird AI, where on the implementation of Neuroevolution the Bird learns to adapt to its environment by creating evolutionary Artificial Neural Networks

frozenlake-played-by-reinforcement-q-learning-agent

A simple program where the 'Agent' plays the Frozen Lake game environment. The 'Agent' tries to maximize it's rewards using Q Learning.

justasimpletranslatoryo

Just a simple Language translator for French enthusiasts... Coverts from English to French, and can be modified to translate any langauge you desire

knn-basic-algorithm

I have put together a basic K-Nearest-Neighbor algorithm in python3. Using a Movies dataset, this program will classify the 5 closest movies with the attributes MovieBudget, runtime and year of release.

linear-regression-machinelearning-from-scratch

Using python we have created a Linear Regression Machine Learning Model from Scratch. We have implemented Gradient Descent to find the best 'm' (Slope) and 'b' (Intercept).

machine-learning--multiplelinearregression--kaggleadmissionsdata

Used a basic Multiple Linear Regression Model using 'sklearn' to predict Likelihood of getting an Admission based on the Kaggle Admissions Data

pong-using-turtle

Just Pong using the pygame Python library.

prank-with-python

Prank people by sending them these Python programs.

quantumteleportation-using-qiskit

A simple execution of Quantum Teleportation using the Qiskit Library created by IBM for Quantum Computing. Here i attempt to teleport the Information from one Qubit to another.

r-language-basics-for-data-analytics

Follow the Jupyter Notebook to learn the Basics of R language for Data Analytics. Learn stuff like Data Manipulation, Data Cleaning, Binding of Multiple csvs, Creating Visualizations using GGPlot2 and performing One-Tailed/Two-Tailed TTests.

rathcoin-cryptocurrency

A simple cryptocurrency implemented and deployed over the Ethereum Blockchain using Solidity, the programming language of the Ethereum Virtual Machine. The code can be implemented to specify the Name of the Cryptocurrency, the max amount of Tokens, Decimals allowed and the symbol. This can then be used to send cryptocurrencies to anyone else on the Ethereum Blockchain using the public keys.

selfdrivingcar-using-neat

Using NEAT(Neuroevolution of Augmenting Topologies), a simulated agent learns to drive a car through a series of simple obstacles by Mutating and adopting the 'genotypes' of 'parents'. The environment is set up in such a way where the agent uses multiple copies of itself to explore the environment. The copies that do not progress further are eliminated. This process repeats through a number of generations, until the agent is able to navigate through this environment without hitting the obstacles.

tictactoe

Just a TicTacToe game created using python's Tkinter module

titanic_dataanalysis

Using Pandas and Numpy, I performed basic data analysis on the deathtoll of the Titanic. Here I discovered as to how many people died, which statusclass suffered the most, which gender suffered the most and many other information.

titanicdeathtoll-app

A simple webapp that displays information about the deathtoll of the Titanic using the Titanic Dataset. The webapp is created using the Python3 library 'streamlit'. The app contains a few filters such as the Pclass, Gender and Survived(0 or 1) that display the data according to those filters selected.

tkinter_basics-intermediate

Just a few very basic python Tkinter programs for beginners to create simple GUI Desktop applications.