Pinned Repositories
algorithms-and-data-structures
ant-colony
context-free-grammar-validator
A simple script determining whether a string is valid under a given set of production rules.
data-science
Collection of useful data science topics along with articles, videos, and code
deep-dream
Hallucinate shapes and figures the neural network is familiar with from arbitrary images.
deepmac
Deep Q-learning pacman agent
raccoon-spotter
An academic deep learning project
RNN
Implementing RNN from scratch with numpy.
spatial-transformer
Keras implementation of the spatial transformer network.
university
ventus550's Repositories
ventus550/deepmac
Deep Q-learning pacman agent
ventus550/raccoon-spotter
An academic deep learning project
ventus550/algorithms-and-data-structures
ventus550/ant-colony
ventus550/context-free-grammar-validator
A simple script determining whether a string is valid under a given set of production rules.
ventus550/data-science
Collection of useful data science topics along with articles, videos, and code
ventus550/deep-dream
Hallucinate shapes and figures the neural network is familiar with from arbitrary images.
ventus550/deep-snake
ventus550/RNN
Implementing RNN from scratch with numpy.
ventus550/spatial-transformer
Keras implementation of the spatial transformer network.
ventus550/university
ventus550/generating-man-pages-with-gpt2
Fine-tune gpt-2 and use it to generate linux user manual pages.
ventus550/graph-neural-networks
The field of graph neural networks has been developing rapidly. This repository is a playground for some of the modern methods and techniques concerning machine learning on graphs.
ventus550/handwriting-recognition
ventus550/ignore-python-exceptions
Allows you to swiftly and gracefully ignore any exception with syntactic support of python context managers
ventus550/kruskal-3D-labyrinth
A simple randomized 3D labyrinth generated by Kruskal algorithm implemented in Unity3D engine
ventus550/kubeflow-pipelines-project
ventus550/lazy-select-python-C-library
Python library implementing LazySelect algorithm
ventus550/linear-algebra-transformations
Basic windows application for animating linear transformations
ventus550/locality-sensitive-hashing
ventus550/lumi
Screen brightness control tool
ventus550/mingpt-mnist-generation
Exploring how a minimal GPT model can learn to generate handwritten digits from tokenized MNIST images.
ventus550/procedural-texture-generation
Texture generation centered around some classic noise functions
ventus550/pysolver
ventus550/python-dependecies-visualized
ventus550/quadratic-penalty-method
The Quadratic Penalty Method is a technique used in constrained optimization to transform a constrained problem into an unconstrained one by adding a penalty term to the objective function. This approach allows the application of unconstrained optimization methods, such as gradient descent, to solve problems that have constraints.
ventus550/rune-architect
ventus550/shape-correction
ventus550/spellcraft
Simple RPG game built from the ground up in Javascript using custom made game engine.
ventus550/tk-canvas