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algorithms

Solutions to algorithm questions from various sources

attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

attention-ocr-1

Visual Attention based OCR

cpp_audiostreamer_grpc

deep-residual-networks

Deep Residual Learning for Image Recognition

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

flashlight

A C++ standalone library for machine learning

magenta

Magenta: Music and Art Generation with Machine Intelligence

minbpe

Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

models

Models and examples built with TensorFlow

myresearch

neuralnets

Programs involving NeuralNets in various languages - as part of research and learning

owl

Evening Planner

pytorch-speech-features

rnn-tutorial

Recurrent Neural Networks - A Short TensorFlow Tutorial

security_example_python

security_exmplle_go_code

ssd-tensorflow

Single Shot MultiBox Detector in TensorFlow

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow_cpp_inference_multiple_gpus

TF inference using multiple gpus in C++

tescat

A tool to identify unique UDP payloads developed in order to audit the Tesla Model S's onboard ethernet traffic.

textboxes

TextBoxes: A Fast Text Detector with a Single Deep Neural Network

textboxes-tensorflow

TextBoxes re-implement using tensorflow

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

tumu.github.io

My research website and Github repository for projects.

wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.