sundisktop

Pantograph-Catenary-contact

This code maps the contact point between the catenary and the pantograph bow given a video input

LoL

CurrencyExchange

This code is used to connect to fixer.io api, Download the currency exchange rates as keeping EUR as base currency. It also provides functions to download the historical data for any date and the average conversion date between 2 dates.

HeadHunter

HeadHunter database parser

DynamicPeople

Our solutions for the course "Dynamic Programming and Optimal Control", autumn semester 2014

Reinforcement-learning-Algorithms-and-Dynamic-Programming

Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied to stabilize an inverted pendulum system and achieve optimal control. So essentially, the concept of Reinforcement Learning Controllers has been established. The Reinforcement Learning Controllers have been compared on the basis of performance and efficiency and they are separately compared with the classical Linear Quadratic Regulator Controller. Each of the RL controller have been integrated with a Swing up controller. A virtual switch toggles between the Swing up controller and the RL controller automatically, based on the value of the angular deviation theta with respect to the vertical plane. My research paper and my undergraduate thesis have been uploaded for reference. All the codes have also been uploaded.

Dynamic-Programming

DP Algorithms in Matlab

Dynamic_programming

Gamblers problem

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

stan-statespace

Stan models for state space time series

yobit_api

Python module - Yobit API wrapper

Neural-Networks-for-Differential-Equations

UNIVR PDE course project and just for fun

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

vision

Datasets, Transforms and Models specific to Computer Vision

Traffic-Sign-Classification.keras

Deep leaning for traffic sign classification in keras and python

gcforest

Laurae

Advanced High Performance Data Science Toolbox for R by Laurae

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

deep-forest

An on going implementation of the gcForest algorithm

lbry-sdk

The LBRY SDK for building decentralized, censorship resistant, monetized, digital content apps.

time-series-classification-and-clustering

Time series classification and clustering code written in Python.