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Fabian Ritter's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

📢 Ready to learn or review your knowledge! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

asteroid icon asteroid

The PyTorch-based audio source separation toolkit for researchers || Current highlight : we got our WHAMR results check it out here !

awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

ears icon ears

EARS: Environmental Audio Recognition System

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

goodrich icon goodrich

The source code for 'Data Structures and Algorithms in Python' by Goodrich, Tamassia, Goldwasser

kaldi icon kaldi

This is the official location of the Kaldi project.

mldg icon mldg

The demo codes for the MLDG paper "Learning to Generalize: Meta-Learning for Domain Generalization", https://arxiv.org/abs/1710.03463, https://arxiv.org/pdf/1710.03463.pdf

prml icon prml

PRML algorithms implemented in Python

s3prl icon s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

single-path-one-shot-nas icon single-path-one-shot-nas

SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.

the-incredible-pytorch icon the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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