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advancedoptml

CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning

applied-ml

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

awesome-rl

Reinforcement learning resources curated

bike_sharing

Bike sharing demand prediction project EE 769 Introduction to machine learning

cowinalert

cs229_notes

All of the lecture notes from CS229: Machine Learning

d2l-en

An interactive deep learning book with code, math, and discussions, based on the NumPy interface.

data-science--cheat-sheet

Cheat Sheets

data-science-books

data-science-ipython-notebooks

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, AWS, and various command lines.

face-recognition-attendance-projects

flappy

An open source dynamic simulation for flapping wing robots and animals

github-actions

harvestify

A machine learning based website which recommends the best crop to grow, fertilizers to use and the diseases caught by your crops.

home

This is the master site for navigating the Union Fashion world on GitHub.

house_sold_classification

EE769 Indroduction to machine learning assignment

ie_507_modelling_lab

IEOR Modelling and computational lab codes

ils-sp-cvrp

A matheuristic approach for the Capacitated Vehicle Routing Problem

inverse-reinforcement-learning

Implementations of selected inverse reinforcement learning algorithms.

mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

numeric-rust-python-tutorial

A tutorial session for writing numerical extensions for Python in Rust

personalblog

personalbrand

pesp

PESP is a Periodic Timetable combinatorial optimization problem. This project considers PESP of different sizes with Branch and Bound and Genetic algorithm.

poetry

Python dependency management and packaging made easy.

python

All Algorithms implemented in Python

railways-block-length-calculator

Code to calculate what should be the optimal block length between two stations so that throughput of the system is maximized

rasa

💬 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

runtime_railway

Runtime estimation for railway timetabling

snakeai

Train a Neural Network to play Snake using a Genetic Algorithm