ayush45's repositories
ML_Finance_Codes
Machine Learning in Finance: From Theory to Practice Book
course-v3
The 3rd edition of course.fast.ai
DS-Take-Home
My solution to the book A Collection of Data Science Take-Home Challenges
Email-Classification
Email Classification using different machine learning algorithms.
Facility-location
An optimization problem to find the minimum number of warehouses such that the constraints below are satisfied.
fastai
The fastai deep learning library
knapsack
This is the dynamic programming, branch and bound and branch and bound low memory solver to solve large instances of the knapsack problem. This was written as part of the course Discrete Optimization on Coursera by Professor. Pascal Van Hentenryck of University of Melbourne.
machine-learning-by-industry
A list of machine learning GitHub repos sorted by industry.
machine_learning_examples
A collection of machine learning examples and tutorials.
shap
A game theoretic approach to explain the output of any machine learning model.
tensorflow-tutorial
Code for email classification in TensorFlow.
ThinkBayes2
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition
UltimateGitResource
📚 The ultimate collection of git commands and resources to power up your programming!