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build-a-retail-startup

This is the code for "How to Build a Retail Startup" by Siraj Raval on Youtube

build_a_game_bot_live

This is the Game Bot code for the Live Youtube session by @Sirajology

build_a_neural_net_live

The LSTM Neural net code for @Sirajology on Youtube's live video

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

captcha

implement classification for CAPTCHA in TensorFlow

captcha-break

captcha break based on opencv2, tesseract-ocr and some machine learning algorithm.

captcha-tensorflow

Image Captcha Solving Using TensorFlow and CNN Model. Accuracy 90%+

car-behavioral-cloning

Built and trained a convolutional network for end-to-end driving in a simulator using Tensorflow and Keras

casclib

An open-source implementation of library for reading CASC storages from Blizzard games since 2014

cerner-machine-learning

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

chat-front-end

chatbot_tutorial

This is the code for "Chatbot Tutorial" by Siraj Raval on Youtube

citius-invaders

An old-style HTML5 arcade game for teaching genetic algorithms to kids, made with PhaserJS

classifying_data_using_a_support_vector_machine

This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube

code_py

A collection of well-commented code snippets for data science

coding-interview-university

A complete computer science study plan to become a software engineer.

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

conference

A simple Ethereum smart contract + DApp example

content

Official content for Harvard CS109

convolutional_neural_network

This is the code for "Convolutional Neural Networks - The Math of Intelligence (Week 4)" By Siraj Raval on Youtube

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

crypto_game_tokens

This is the code for "Crypto Game Tokens" by Siraj Raval on Youtube

cvnd_exercises

Exercise notebooks for CVND.

cyclone-physics

The Physics engine that accompanies the book "Game Physics Engine Design"

d07riv.github.io

d3_data_visualization_live

This is the code for the "Visualizing Data with D3.js" Live stream by @Sirajology on Youtube

d3planner

Diablo III Character Planner