bill-kalog's repositories

rnn_sent

Recurrent neural networks and Dynamic memory networks for sentiment classification

S-LSTM_pytorch

sentence-state LSTM in PyTorch

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bokeh_plots

plot 2d T-SNE representations in space using bokeh

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cnn-sent

convnet for sentiment analysis

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AITemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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Black-Box-Tuning

ICML'2022: Black-Box Tuning for Language-Model-as-a-Service

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ctc-segmentation

Segment an audio file and obtain utterance alignments. (Python package)

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datasharing

The Leek group guide to data sharing

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LASER

Language-Agnostic SEntence Representations

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OpenSeq2Seq

Toolkit for efficient experimentation with various sequence-to-sequence models

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FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry.

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kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

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myprosody

A Python library for measuring the acoustic features of speech (simultaneous speech, high entropy) compared to ones of native speech.

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production-data-science

Production Data Science: a workflow for collaborative data science aimed at production

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sent_classification_pytorch

sentence classification models implemented in pytorch

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tortoise-tts

A multi-voice TTS system trained with an emphasis on quality

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transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

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voice_datasets

🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).

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