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Nirmal Singhania's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

api-samples icon api-samples

Code samples for YouTube APIs, including the YouTube Data API, YouTube Analytics API, and YouTube Live Streaming API. The repo contains language-specific directories that contain the samples.

awesome-deep-learning-papers-for-search-recommendation-advertising icon awesome-deep-learning-papers-for-search-recommendation-advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.

bayesian-methods-for-machine-learning icon bayesian-methods-for-machine-learning

This repository contains Ipython notebooks from the course 'Bayesian Methods for machine learning', part 3 of Advance machine learning Specialisation offered by higher school of economics at coursera.

deep-learning-nlp icon deep-learning-nlp

:satellite: Organized Resources for Deep Learning in Natural Language Processing

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

hoeffdingtree icon hoeffdingtree

Incremental classification and regression tree learning algorithm.

ml-from-scratch icon ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

mlpack icon mlpack

mlpack: a scalable C++ machine learning library

models icon models

Models and examples built with TensorFlow

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