UtkarshR8j

uds

📀 Unlimited Google Drive Storage by splitting binary files into base64

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

Chaos

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video

MuGo

Replicating AlphaGo's architecture in a readable manner

deep_learning_and_the_game_of_go

Code and other material for the book "Deep Learning and the Game of Go"

awesome-privacy

💡Limiting personal data leaks on the internet

RedditStorage

Store files onto reddit subreddits.

FoolGo

A Go A.I. based on MCTS WITHOUT Neural Networks

learn

:factory: Educational resources for Chemical and Process Engineering written in Python

propnet

A knowledge graph for Materials Science.

papers

A list of paper, books and sites for various different topics related to machine learning and deep learning along with various field in which it is implemented

Predicting-Stock-Market-Crashes

fake-news-detection-pipeline

Pipeline for detecting fake news, covering data ingestion, doc embedding, classifier hypertuning & model ensembling. Quick walkthrough available in README. Execution logs on my FloydHub page.

Programming-Classes

The collection of code used to teach and created during my programming classes at Learn Beyond the Book! (learnbeyondthebook.com)

tictacNET

Solving Tic-Tac-Toe with Neural Networks.

Al-Algos-from-Scratch

Some basic AI/ML/DL algorithms implemented from scratch for understanding purposes.

Social-unrest-prediction

CSE635 Project.

Titanic-Machine-Learning-from-Disaster

Predicting survival on the Titanic using Excel, Python & Random Forests

whatsappening

Sentiment analysis on whastapp messages

DeepPurple

AlphaGo Lee for chess

Predictive-Analysis-of-Social-Unrest-Events

Advanced Info Retrieval project to be able to predict social unrest events from social media posts and articles

wars-predictor

This project aims to predict the occurrence of wars and other forms of military conflicts between states using some of the most common machine learning algorithms.

Global-Warming-Analysis-using-Deep-Learning

Analysis of Global Warming using Neural Networks based on multiple factors like Deforestation, Antartic Mass , Emissions and Endangered species.

titanic-predicting-disaster

Learning Python pandas and scikit-learn with the Kaggle Titanic dataset

Global-Warming-Analysis-using-Machine-Learning

A project which uses data collected by international organizations and universities and predicts the future consequences of Global Warming using time-forecasting techniques and machine learning models. All the results are visualized and made into a dashboard

Global-Warming-Prediction

Predicting the global warming temperatures from 2016-2030 using Regression Method.

Correlates-of-War

Can we predict if a major war will happen within the next five years?

whatsapp_group_chat_analysis

WhatsApp Group Chat Analysis With Naive Bayes Message Categorization

TicTacToe_simulation_using_binary_trees

Tic tac toe game simulation using binary tree for decision making