Mabel Q. Y's repositories
Books
Free Ebooks
code-vault
Collection of useful notebooks and snippets
Collaborative_Deep_Learning
Collaborative Deep Learning (CDL)
cs224n-2017-winter
All lecture notes, slides and assignments from CS224n: Natural Language Processing with Deep Learning class by Stanford
data-mining
Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course
Deep-Learning-with-deeplearning.ai
Program assignments for the Deep Learning Specialization at Coursera by Andrew Ng
expertsystems
Movie recommendation expert system
Graph-Embeddings-for-Recommender-Systems
In this project, we will revisit the problem central to recommender systems: predicting a user’s preference for some item they have not yet rated. Like the Spark recommender from the first project, we will use a collaborative filtering model to explore this problem. Recall that in this model, the goal is to find the sentiment of a user about a particular item Unlike the the first project that used the ALS method, however, we will perform this task using a graphbased technique called DeepWalk.
Image-based-product-recommendation-system
System that recommends products based on the uploaded image and suggest complementary products along with it.
IntroToStatisticalLearningR-
Work on Introduction to Statistical Learning
leetcode-1
The optimum C++ solutions for the leetcode
Miniterm-Chatbot
A simple chatbot built in Java that uses Markov language models to generate responses.
planet-amazon-deforestation
The open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-from-space
Python3_Data_Structures
Code from Youtube Tutorial Series
sentence_classification
(IJCAI 2018) TreeNet: Learning Sentence Representations with Unconstrained Tree Structure
sql-parser
A validating SQL lexer and parser with a focus on MySQL dialect.
tensorflow-DeepFM
Tensorflow implementation of DeepFM for CTR prediction.
TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
tensorflow_object_detection
Tensorflow Object Detection API
Text-Classification
Explore text classification methods in NLP with deep learning
thesemicolon
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Turtle-Python
Source Code from my YouTube video going over the turtle graphics library of python 3
Zeek
Python distributed web scrapper and dynamic crawler