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birdsong_gan

A generative adversarial network in combination with hidden markov model that generates birdsong

bootstrap_particle_filter

Bootstrap particle filter with ancestor resampling and learning with Stochastic Gradient Langevin

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

convolutional_autoencoder

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

gagannarula.github.io

hmms

Hidden markov models with discrete hidden states and various emission distributions

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

mutual_information_graph

Computes mutual information metrics for (discrete) variables arranged in a pandas DataFrame

neurotheory-basics

A collection of modules that implement the mathematics of theoretical and computational neuroscience

nlu2019

Natural Language Understanding 2019 project

permafrostanalytics

PermafrostAnalytics - Repository for the Hackathon on the 28 - 30. November 2019. For further information, please contact *[email protected]*.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

rnn

Recurrent Neural Network library for Torch7's nn

seizuredetection

Public facing python code that attempts seizure detection and classification

simple-autoencoder-for-songbird-songs

spoon-knife

This repo is for demonstration purposes only.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

wasserstein_autoencoder