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