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Sougata Pramanik's Projects

10_days_of_deep_learning icon 10_days_of_deep_learning

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

šŸ§‘ā€šŸ« Implementations/tutorials of deep learning papers with side-by-side notes šŸ“; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), šŸŽ® reinforcement learning (ppo, dqn), capsnet, distillation, etc. šŸ§ 

apollo-11 icon apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

artificial-intelligence-deep-learning-machine-learning-tutorials icon artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning, Machine Learning and Artificial Intelligence tutorials - originally created by Donne Martin and will be expanded in areas of AI/Deep Learning / Machine Vision and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until atleast 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! šŸ˜€)

awesome-cheatsheets icon awesome-cheatsheets

šŸ“š Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience icon awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-nlp icon awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-pytorch-list icon awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

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