AI tool for querying natural language on tabular data like csvs and other dataframes.
sql tabular question-answering natural-language-processing
Simple Transformers: Transformers Made Easy
Simple Transformers removes complexity and lets you get down to what matters – model training and experimenting with the Transformer model architectures.
transformers huggingface simple-transformers text-classification
From Research to Production with Deep Semi-Supervised Learning
Semi-Supervised Learning (SSL) has blossomed in the deep learning research community — we share lessons learned over 15 months of taking SSL into ...
semi-supervised-learning deep-learning production machine-learning
Self Supervised Learning Fastai Extension
Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.
self-supervised-learning pytorch fastai callbacks
Annotated Research Papers
Finding papers hard to read? Read the annotated version with me
paper code research
Self-Supervised Learning - PyTorch Lightning
This bolts module houses a collection of all self-supervised learning models.
self-supervised-learning pytorch pytorch-lightning code
Silero Models: pre-trained enterprise-grade STT models
Silero Speech-To-Text models provide enterprise grade STT in a compact form-factor for several commonly spoken languages.
speech-recognition pytorch tensorflow onnx
Bingoset - CLI tool to create image dataset.
CLI Toolkit to quickly create an image dataset using Bing Image Search API.
image-classification dataset bing-api computer-vision
GitHub Actions for Machine Learning
This presentation discusses the use of GitHub Actions to automate certain steps of a toy ML project.
github mlops scikit-learn wandb
Interact with PyTorch layers using Jupyter Widgets
Build your understanding of PyTorch's ConvTranspose1d layer using interactive visualisations
convolutional-neural-networks padding stride interactive
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