Stars
A curated list of awesome network analysis resources.
A curated list of causal inference libraries, resources, and applications.
An index of algorithms for learning causality with data
Must-read papers and resources related to causal inference and machine (deep) learning
A curated list of awesome work on causal inference, particularly in machine learning.
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
Reading list for Probability and Statistics
A curated list of awesome Machine Learning frameworks, libraries and software.
A curated list of awesome mathematics resources
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Python Implementation of Reinforcement Learning: An Introduction
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
The most cited deep learning papers
A curated list of awesome Deep Learning tutorials, projects and communities.
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
🤖 Machine Learning Summer School deadlines
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
A curated list of all the open-source internships/Programs
Contains all the assignments (mostly solved) for all compulsory CSE courses undertaken at IITK, and a few other courses (department electives, open electives and humanities electives - HSS)