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2017-2018-nba-game-predictions

alphazero_gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

appliedstats

Methods of Applied Statistics Course Textbook Repository

artificial_neural_network_detecting_mnist

The project is building neural networks with numpy to test the accuracy on MNIST dataset.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

bitcoin_prediction

This is the code for "Bitcoin Prediction" by Siraj Raval on Youtube

checkmate

A lightweight class for saving the best Tensorflow checkpoints.

chicagocrimereport

MPCS53013 Big Data Final Project

convolution-neural-network-from-scratch-and-tensorflow-implementation-on-cifar10

This is a general CNN project on cifar dataset and breif learning on the forward feed and backprobagation

decisiontree-implementation

Short implementation of decision tree in python

deep-learning-a-z-udemy

Contains the programming exercises and assignments for Deep Learning A-Z course on Udemy. Includes Artificial Neural Network, Convolutional Neural Network, Recurrent Neural Networks, Self Organizing Maps, Auto Encoders and Boltzmann Machines

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

green_cap_analysis_in_r

Data analysis project used in R for nyc green cap, including data exploring, machine learning models, and rshiny visualization

image-outpainting

Keras Implementation of Painting outside the box

indeed

interview-notebook

:memo: 准备秋招学习笔记

jupyter-notebooks

kaggle_criteo_ctr_challenge-

This is a kaggle challenge project called Display Advertising Challenge by CriteoLabs at 2014.这是2014年由CriteoLabs在kaggle上发起的广告点击率预估挑战项目。

literaturerecommender

MPCS53112 Advanced Data Analytics Final Project

machinelearning

Machine learning resources，including algorithm, paper, dataset, example and so on.

musicstyletransfer

This project is aiming to transfer the style of music data

predicting_winning_teams

This is the code for "Predicting the Winning Team with Machine Learning" by Siraj Raval on Youtube

pytorch-multi-style-transfer

Neural Style and MSG-Net

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

r4sl

modified notes and tutorials to statistical learning

research_public

Quantitative research and educational materials