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Samitha Jayaweera's Projects

gpt-engineer icon gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

gpt2 icon gpt2

An implementation of training for GPT2, supports TPUs

gptneo icon gptneo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

grpc icon grpc

The C based gRPC (C++, Node.js, Python, Ruby, Objective-C, PHP, C#)

har-stacked-residual-bidir-lstms icon har-stacked-residual-bidir-lstms

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

hed-dlg-truncated icon hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

hg_neuralnetwork icon hg_neuralnetwork

Python code for Hacker's guide to Neural Networks - Andrej Karpathy blog

hierarchical-rnn icon hierarchical-rnn

Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt-keras-cnn-cifar-100 icon hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task. Monitoring with TensorBoard. Other visualizations available.

iamdinosaur icon iamdinosaur

A simple artificial inteligence to teach Google's Dinosaur to jump cactus

icomoon-free icon icomoon-free

A package of flat vector icons together with an installable ligature font

imageflow icon imageflow

A simple wrapper of TensorFlow for Converting, Importing (and Soon, Training) Images in tensorflow.

indrnn icon indrnn

TensorFlow implementation of Independently Recurrent Neural Networks

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