Stefan Niculae's Projects
Interactive inspection of an execution model
Presentation of Actors model, their implementation in Elixir and a case study
Generating jokes using Artificial Intelligence
Biologically inspired Artificial Neural Networks enhancements
Social Link Share
System configuration
Interactive online platform for learning Vim
Evolve birds to play Flappy Bird
Formal Languages & Automata labs
Cemetery administration database & web app
Genetic Programming in Python, with a scikit-learn inspired API
Declarative Programming Labs Supplement
Neural network visualization
Filling holes in an image using Digital Signal Processing.
24h coding hackathon
Team project for USC course CS-566 Deep Learning
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
Comparing the effectiveness of DQN extensions on LunarLander-2.
Parallel handwritten digits recognition
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
CS 599 Hacking for Defense
Adaptive game difficulty through video-based heart-rate and facial expression detection
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Interesting college projects
Online Topdown Tank Game
Gauging swearing impact on social media engagement
The Star Wars social network
My one-page resume