Speech recognition with tensorflow
Implementation of a seq2seq model for Speech Recognition using the latest version of TensorFlow. Architecture similar to Listen, Attend and Spell.
Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science
Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
a framework for training sequence-level deep learning networks
Global shoreline mapping tool from satellite imagery
Shared Blogs and Notebooks
Artificial Intelligence projects, documentation and code.
Ml sagemaker studies
Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.
A PyTorch implementation of PointRend: Image Segmentation as Rendering
Pysolar is a collection of Python libraries for simulating the irradiation of any point on earth by the sun. It includes code for extremely precise ephemeris calculations.
An implementation of "mixup: Beyond Empirical Risk Minimization"
Resources for students in the Udacity's Machine Learning Engineer Nanodegree to work through Stanford's Convolutional Neural Networks for Visual Recognition course (CS231n).
Repeatable analysis plugin for Jupyter notebook
Streaming over lightweight data transformations
Implementation of Google Brain's WaveGrad high-fidelity vocoder (paper: https://arxiv.org/pdf/2009.00713.pdf). First implementation on GitHub.
Gradient based receptive field estimation for Convolutional Neural Networks
How to use ELMo embeddings in Keras with Tensorflow Hub
Parametric T Sne
Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.
Automatic Music Transcription with Deep Neural Networks
Mltrain Nips 2017
This repository contains all the material for the MLTrain NIPS workshop