zbkruturaj

distributed-bitcoin-proof-of-work

This project uses elixir's actor model of concurrency to perform proof of work computation of the bitcoin network efficiently across cores and computers.

DQN-Exploration

Collection of DQNs that run in OpenAI gym.

haskell-chess-engine

A Haskell Chess Engine that is UCI Compliant and uses a naive implementation of Bitboards.

haskell-GameOfLife

Naive implementation of Conway's Game Of Life.

NeuralMachineTranslator

This repository contains the code for a NMT made from scratch without the use of any libraries other than numpy.

NeuralNetworksInPython

I have designed these neural networks to revise the mathematics involved in their training, I have derived by hand all of the backprop and learning equations. These neural networks may not be the most efficient but, efficiency was not the aim here. The aim here was understanding. The various networks contained include a Rosenblatt Perceptron, a single layer sigmoid neuron, a custom multi-layered perceptron and a specific version of RNN.

python_blog_resources

Notebooks, scripts and snippets for my blog on medium.

Track-My-Money-Maker

Realtime sentimental analysis and Data visualization of cryptocurrency and Its relation to value to $ in a chrome extension

zbkruturaj/haskell-chess-engine

A Haskell Chess Engine that is UCI Compliant and uses a naive implementation of Bitboards.

zbkruturaj/distributed-bitcoin-proof-of-work

This project uses elixir's actor model of concurrency to perform proof of work computation of the bitcoin network efficiently across cores and computers.

zbkruturaj/haskell-GameOfLife

Naive implementation of Conway's Game Of Life.

zbkruturaj/NeuralNetworksInPython

I have designed these neural networks to revise the mathematics involved in their training, I have derived by hand all of the backprop and learning equations. These neural networks may not be the most efficient but, efficiency was not the aim here. The aim here was understanding. The various networks contained include a Rosenblatt Perceptron, a single layer sigmoid neuron, a custom multi-layered perceptron and a specific version of RNN.

zbkruturaj/DQN-Exploration

Collection of DQNs that run in OpenAI gym.

zbkruturaj/NeuralMachineTranslator

This repository contains the code for a NMT made from scratch without the use of any libraries other than numpy.

zbkruturaj/python_blog_resources

Notebooks, scripts and snippets for my blog on medium.

zbkruturaj/Track-My-Money-Maker

Realtime sentimental analysis and Data visualization of cryptocurrency and Its relation to value to $ in a chrome extension

zbkruturaj/battletanks-clone

zbkruturaj/BuildBreakPredictor

an attempt to predict build breaks from commit log data

zbkruturaj/colabtools

Python libraries for Google Colaboratory

zbkruturaj/desultory-collection-of-algo-implementations

zbkruturaj/ElixirCode

Reference Repo for an Elixir course on Udemy.com

zbkruturaj/HuffmanEncoderDecoder

zbkruturaj/matlab-implementation-of-ml-algorithms

Implementation of machine learning algorithms in Matlab. The aim of these programs is to understand the detailed working of the ML algorithms instead of relying on black-box implementations of the same. Many of these programs were used for completing projects and homeworks for UF course EEL 5840 - Elements of Machine Intelligence.

zbkruturaj/neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

zbkruturaj/presto

The official home of the Presto distributed SQL query engine for big data

zbkruturaj/preWiki-chrome-extension

On Wikipedia, replaces existing wiki tool-tip with a summary of the topic that you hover upon.

zbkruturaj/ReinforcementLearningToyImplementation

Taking tic tac toe as a toy problem to implement Reinforcement Learning Agent.

zbkruturaj/word2vecpy

Python implementation of CBOW and skip-gram word vector models, and hierarchical softmax and negative sampling learning algorithms

zbkruturaj/zbkruturaj.github.io

For my portfolio website.