bill-kalog,github

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.

applied-ml

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

black-box-tuning

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

bokeh_plots

plot 2d T-SNE representations in space using bokeh

cnn-sent

convnet for sentiment analysis

ctc-segmentation

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

datasharing

The Leek group guide to data sharing

farm

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

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.

laser

Language-Agnostic SEntence Representations

myprosody

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

openseq2seq

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

production-data-science

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

rnn_sent

Recurrent neural networks and Dynamic memory networks for sentiment classification

s-lstm_pytorch

sentence-state LSTM in PyTorch

sent_classification_pytorch

sentence classification models implemented in pytorch

tortoise-tts

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

transformers

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

voice_datasets

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

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