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c

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

character-level-text-generation

An introduction to Recurrent Neural Networks building a character level text generator in Pytorch, train and deploy in Amazon SageMaker

densely-connected-bidirectional-lstm

Densely connected bidir lstm

kann

python

All Algorithms implemented in Python

python-summer-school

If you want to understand the basic of Python programming, this course is for you!

sgrnn

Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

sst-deep-tensorflow

A tensorflow 2.0 based implementation of RNN, LSTM, GRU, BI-LSTM and Conv-1d for Sentiment Tree Bank dataset by Richard Socher of Stanford University.

substation

Research and development for optimizing transformers

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

learning tensorflow

text-generation-bilstm-pytorch

In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.

transformer-nmt

A Tensorflow implementation of a Transformer model and how to train it on AWS SageMaker to solve a NMT task