Vineeth Rakesh's repositories
DeepLearning-QuickRecepies
Contains major models based on convolution neural networks implemented using Pytroch
DeViSE-zero-shot-classification
DeViSE model (zero-shot learning) trained on ImageNet and deployed on AWS using Docker
KerasRecipes
Contains Several Recpies related to Keras Framework
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
musicinformationretrieval.com
Instructional notebooks on music information retrieval.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python-QuickRecepies
Contains some commonly used python recepies
pytorchic-bert
Pytorch Implementation of Google BERT
PytorchRecipes
Contains ready to use pytorch recipes
random_workouts
contains random workouts
SVM-From-Scratch
An Implementation of SVM - Support Vector Machines using Linear Kernel. This is just for understanding of SVM and its algorithm.
Transformer
Transformer seq2seq model, program that can build a language translator from parallel corpus