ccarpenterg

todolist

Backbone.js with Google App Engine

djangotodos

Backbone.js with Django

tornadotodos

Backbone.js with Tornado and SQLAlchemy

LearningPyTorch1.x

Collection of Colab notebooks for learning pytorch (NN, CNN, MNIST, CIFAR-10, Transfer learning, etc).

ccarpenterg.github.com

bitstarter

coursera-startup

Lecture Slides (june 2013)

introNLP

Natural Language Processing Introductory Notebooks (Word embeddings, Sequence processing with NNs and RNNs, etc.) || Work in Progress 75%

introTTS

Text-to-Speech Synthesis Introductory Notebooks (Prosody, Acoustic Models, HMMs, WaveNet, Deep Voice)

presidenciables

A very basic voting web application for the next (2013) presidential elections in Chile.

introTransformers

Transformers for NLP Introductory Notebooks (Attention Mechanisms, Self Attention, Trasnsformers) || Work in Progress 5%

LearningTensorFlow2.0

Series of notebooks for learning Tensorflow 2.0 (NN, CNN, MNIST, CIFAR-10, Transfer learning, etc.)

Coursera-Machine-Learning-Stanford

Machine learning-Stanford University

introASR

Automatic Speech Recognition Introductory Notebooks (HMMs, Acoustic Models, LMs, CTC, Seq2Seq, Deep Speech)

introCNNs

Convolutional Neural Networks Introductory Notebooks

introDataScience

introGPT

introML

Machine Learning Introductory Notebooks (Linear Regression, Logistic Regression, Neural Networks, Regularization, SVM, Unsupervised Learning, Dimensionality Reduction)

LearningMXNet

Collection of notebooks for learning MXNet (NN, CNN, MNIST, CIFAR-10, Transfer learning, etc).

ML

Machine Learning Algorithms from Scratch

tornadochat

word_embedding