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reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

reservoir-engineering

Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)

reservoir-geomechanics

Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python in ipynb notebooks

scikit-llm

Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.

scipy2023-deeplearning-pytorch

smartmentor

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

the-incredible-pytorch

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

tranformers_are_what_you_dont_need

The best repository showing why transformers don’t work in time series forecasting

transformer-architectures-from-scratch

Implementation of transformers based architecture in PyTorch.

transformers-huggingface

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

tutorial_gans_for_inverse_problems

Short tutorial on using GANs for probabilistic solutions to ill-posed inverse problems

udlbook

Understanding Deep Learning - Simon J.D. Prince

use-cases-data-science

A list of working examples of Data Science Use Cases and Applications by Industry

var-unet-qu

variational u-net for uncertainty quantification (cs231n project)

weathercomparer

A Shiny App to compare weather from 1 year to a historical average