leetcode

Python & JAVA Solutions for Leetcode

leetcode-1

LeetCode Problems' Solutions

leetcode_company_frequency

Collection of leetcode company tag problems. Periodically updating.

lip_reader

Develop a Deep learning Model that can Lip Read using Python and Tensorflow

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-yearning

Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖

machine_learning_notes

mdp-with-value-iteration-and-policy-iteration

An introduction of Markov decision process (MDP) and two algorithms that solve MDPs (value iteration, policy iteration) along with their Python implementations.

movie_recommendation_engine

An advanced video recommendation web app in Python, Javascript, and Node.js that is a multi-faceted search system, supporting keyword-based, semantic, and hybrid search methods for relevant movie recommendations

nlptutorial

A Tutorial about Programming for Natural Language Processing

notes

opencv

OpenCV notes and resources

parking_space_counter

Python project to count the vehicles in a parking lot in real time

pca_notes

Useful links/blogs to learn PCA

penguin_classification

penguin_classification_demo

Machine Learning School

pneumonia_classification

Streamlit web app to classify Pneumonia images

practical_rl

A course in reinforcement learning in the wild

preprocessing-cheat-sheet

programming-concepts-for-data-science

Basics of programming: algorithms, data structures, object oriented programming

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

realtimeautomaticnumberplaterecognition

To Train a tensorflow object detection model to detect license plates from images and in real-time from video, apply EasyOCR to extract the plate number and leveraged a size filtering algorithm to grab the largest detection region

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-1

Minimal and Clean Reinforcement Learning Examples

reinforcement-learning-2

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

reinforcement-learning-3

🤖 Implements of Reinforcement Learning algorithms.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-mdp

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学