Pinned Repositories
multimodal-patch-embeddings
A ViT model that allows comparing text embeddings directly with image patch embeddings
normalizing-flows
Implementation of normalizing flows from 1d to Nd
optimal-brain-compression
An implementation of OBC algorithm packed into a module
applied-category-theory-slides
Slides based on the book "Seven Sketches in Compositionality" by Fong and Spivak
math-and-ml-notes
Books, papers and links to latest research in ML/AI
points-in-2d
Simple use-cases inspired from the paper 'ResNet with one-neuron hidden layers is a Universal Approximator'
speech-commands-recognition
Single word speech recognition using PyTorch
ternary-quantization
Training models with ternary quantized weights using PyTorch
understanding-neuralnetworks-pytorch
Understanding nuts and bolts of neural networks with PyTorch
word-classification
Using NLTK's Bayesian Classification to classify any roman string as English, Spanish or Japanese
vinsis's Repositories
vinsis/math-and-ml-notes
Books, papers and links to latest research in ML/AI
vinsis/understanding-neuralnetworks-pytorch
Understanding nuts and bolts of neural networks with PyTorch
vinsis/ternary-quantization
Training models with ternary quantized weights using PyTorch
vinsis/applied-category-theory-slides
Slides based on the book "Seven Sketches in Compositionality" by Fong and Spivak
vinsis/speech-commands-recognition
Single word speech recognition using PyTorch
vinsis/points-in-2d
Simple use-cases inspired from the paper 'ResNet with one-neuron hidden layers is a Universal Approximator'
vinsis/word-classification
Using NLTK's Bayesian Classification to classify any roman string as English, Spanish or Japanese
vinsis/fonts-vae-pytorch
A simple variational autoencoder to learn handwritten alphabets
vinsis/nvidia-gpu-baselines
Some experiments on NVIDIA GPUs
vinsis/algorithms-for-decision-making
Julia (re-)implementation of algorithms based on the book with the same name
vinsis/attention-seeking-in-pytorch
Implementation of various attention-based models in PyTorch
vinsis/clip-projection-matrices
vinsis/color-harmonization-julia
An implementation of the paper `Color Harmonization` in Julia
vinsis/computer-graphics
vinsis/cyclegan-en-zh
A CycleGAN model that converts the style of English letters to look like Mandarin characters
vinsis/deepul
vinsis/face_classification
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
vinsis/game-templates
vinsis/numerical-analysis-with-julia
vinsis/parallel-programming-and-sciml
Code and notes for using Julia for parallel programming and SciML
vinsis/ptt-news-analysis
An exploratory data analysis of news articles shared on PTT
vinsis/taiwan-earthquake-visualizations
Interactive visualizations for earthquakes in Taiwan since 1990 using d3.js
vinsis/vinsis.github.io