Venelin Valkov's Projects
Predict diabetes disease using a Logistic Regression with TensorFlow.js
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
Predict football season outcomes using MCMC simulations
Fun 2d game
Machine Learning examples for beginners showing how to use TensorFlow.js in the browser
Mongoose.js (Node.js & MongoDB) Document Query Pagination
Maze Solver
Compiler for Pascal-like language - University project
Created with CodeSandbox
Source for my blog
Easy Data science (Machine learning) in JavaScript & Node (Multi-armed bandits, Naive Bayes)
Various presentations made by me
Solutions for online judges/misc problems
2D racing game for iOS/Android written in lua/CoronaSDK
Tutorial on experiment tracking and reproducibility for Machine Learning projects with DVC
Build a simple Neural Network model in TensorFlow.js to make a laptop buying decision. Learn why Neural Networks need activation functions and how should you initialize their weights.
True/false quiz for Android/iOS written in Cocos2d-x
Simulation runner using Euler's method - University related project
Template generator for online judge problems
testing library for online judge problems
Simple C++ code generation
App recommendation REST service
Store Manager. Example using WPF, Entity Framework 4.2 and other stuff. University related project
taxi company simulator
iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android
Mix discrete-event simulation with a game engine to achieve optimization of a transport network? How crazy is that?
Created with CodeSandbox