maxxrichard Goto Github PK

census_data_neural_network

Analysis of the US Census Data for predicting the income of the citizens using Artificial Neural Network.

cifar10_convolutional_network

Analysing CIFAR-10 dataset by using the convolutional neural network.

company_profit_regression

Implementation of the regression model in predicting the total profit of the company based on their different expenditures.

coopetition-addition-baseline

lhcolympics2020

Implementation of the K-Means clustering algorithm for the jet reconstruction towards the problems presented in the LHC Olympics 2020 challenge.

master_thesis

Latex code of my Master thesis at the University of Bonn.

muon-id-mlhep2020

photon-id-ml-studies

Separation of photon and electron jets by using BDT and neural network.

ranking_anomaly_detection

Analysis of the 115th US Congress data and find out which member is the most important person in this Congress.

self-driving-car_reinforcement_learning

Implementation of the Q-Learning approach in simulating a self-driving car.

stock_exchange_a3c_reinforcement

Predicting the future stock price in the US Stock Exchange by implementing the A3C algorithm.

text_filter_nltk

Implementation of NLTK and different machine learning classifiers for text classification.

twb_0l_abcd_method

Multijet estimation in the search for single production of vector-like quarks by using a data-driven method called the ABCD method.

twb_0l_bdt

Python scripts for Boosted Decision Tree (BDT) studies in the search for single production of vector-like quarks.

unsupervised_text_classification

Implementation of the clustering algorithm in text classification.

xray-diagnosis-cnn

Classification of chest X-Rays to make better diagnostic decisions by using convolutional network