dumitrescu-alexandru Goto Github PK

bayesian-demographic-predictions

Predict the number of Finnish citizenships granted for the next year using multiple variants of bayesian models.

confusing_barplots

'Fixing' a 3D barplot by transforming it into a 2d and then separating multiple subplots for one of the variables

database-project

SQL project with Java implementation for both connecting to the Database and the graphical interface.

embeddings-for-nmt

faster-rcnn.pytorch

fork from https://github.com/jwyang/faster-rcnn.pytorch

graph-clustering

Different variants of Laplacian matrices formed from the adjacency matrices of collaboration networks, California's road network and Internet Map (datasets found in the data folder). Min-bridge cut algorithm was used to compare with the spectral analysis.

music-genre-classification

Predict a music genre given ”rhythm”, ”MFCC” and ”chroma” patterns and a label as the music genre to which each data point belongs.

optical-character-recognition

Digit and letter recognition neural networks using MNIST and EMNIST datasets. Vanilla, convolutional and convolutional-LSTM networks were used for clasifying individual characters and words from artificially created images from the combined EMNIST letter images.

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

reinforcement-learning

Reinforcement learning algorithms

research-project

Hyperbolic discounting reinforcement learning algorithms used on tested on different environments.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

string-embeddings

Overview of some of the most popular string embeddings with explanations and figures.

tsignal