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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
A course in reinforcement learning in the wild
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Feature selector is a tool for dimensionality reduction of machine learning datasets
Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…
Repository for tutorial sessions at EEML2020
Code for the CUP Elements on text analysis in Python for social scientists
Text Adventure Learning Environment Suite - Benchmark to evaluate language models on interactive text environments.
Topical training for getting started with open-source development