🏅 Collection of Kaggle Solutions and Ideas 🏅

Important Formulae and Notes on Statistics from Courses in IITK, ISID and RKM Narendrapur

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

A curated list of references for MLOps

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

Contains slides and hands-on tutorials for understanding and implementing Transformers in Natural Language Processing. Uses the HuggingFace Transformers framework in the hands-on tutorials.

My personal notes, presentations, and notebooks on everything Deep Learning.

Python Library to get publicly available data on NSE website ie. stock quotes, historical data, live indices

Notebooks for learning deep learning

application of different ML explainability approaches

Hack Session on Interpreting NLP models at DataHack Summit 2019.

Hack Session @ DataHack Summit 2019

Codes used for the hack session in DHS 2019

Contains the code and deck for the presentation on Applying Deep Transfer Learning for NLP in Analytics Vidhya's DataHack Summit 2019

Exercise notebooks for CVND.

This is a repository with various classifier written in jupyter notebook that works on hand written digits images.

Natural Language Processing Tutorial for Deep Learning Researchers

Material for the tutorial: "Deep Diving into GANs: from theory to production"

A game theoretic approach to explain the output of any machine learning model.

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Bioinformatics Specialization from UC San Diego - Solving biological problems using Python

Python for Bioinformatics

A repository to keep all open sources projects that created by individuals or study groups.

Code for the 1st place model in Carvana Image Masking Challenge

aim to use JapaneseTokenizer as easy as possible

A collection of various deep learning architectures, models, and tips