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Ashok Matta's Projects

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

transmogrifai icon transmogrifai

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

tsai icon tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

utae-paps icon utae-paps

PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.

wav2letter icon wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

wav2vec2-huggingface-demo icon wav2vec2-huggingface-demo

Speech to Text with self-supervised learning based on wav2vec 2.0 framework using Hugging Face's Transformer

wav2vec2_transformers icon wav2vec2_transformers

Transcribing audio files using Hugging Face's implementation of Wav2Vec2 + "chain-linking" NLP tasks to combine speech-to-text with downstream tasks like translation and summarisation.

workshop icon workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

xai_resources icon xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

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