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ai_for_video_games_demo

This is the code for "Introduction to AI for Video Games" by Siraj Raval on Youtube

antivirus_demo

Antivirus Demo for Fresh Machine Learning #7

classifying_data_using_a_support_vector_machine

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

deep-learning-foundations-nanodegree-udacity-projects

deep_dream_challenge

Deep Dream Challenge code by @SIrajology on Youtube (Learn Python for Data Science #5)

deep_q_learning

This is the Code for "Deep Q Learning - The Math of Intelligence #9" By Siraj Raval on Youtube

dimensionality_reduction

This is the Code for "Dimensionality Reduction - The Math of Intelligence #5" By Siraj Raval on Youtube

ella

Self-improving decision organism

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facerecog-keras

Face Recognition using Neural Networks implemented using keras library

fast-style-transfer

Fast Style Transfer in TensorFlow! ⚡🖥🎨🖼

gender_classification_challenge

Gender Classification Challenge for 'Learn Python for Data Science #1' by @Sirajology on YouTube

genetic_algorithm_challenge

Genetic Algorithm Challenge by @Sirajology on Youtube

got-book-6

LSTM trained on the first five ASOIAF/GOT books

how_to_do_math_for_deep_learning

This is the code for "How to Do Math Easily - Intro to Deep Learning #4' by Siraj Raval on YouTube

how_to_generate_images

This is the code for "How to Generate Images - Intro to Deep Learning #14' by Siraj Raval on YouTube

how_to_make_a_text_summarizer

This is the code for "How to Make a Text Summarizer - Intro to Deep Learning #10" by Siraj Raval on Youtube

how_to_make_an_image_classifier

This is the code for the "How to Make an Image Classifier" - Intro to Deep Learning #6 by Siraj Raval on Youtube

hyperparameter_optimization_strategies

This is the Code for "How Do I Find the Best Hyperparameters?- The Math of Intelligence #7" By Siraj Raval on Youtube

intro_to_the_math_of_intelligence

This is the code for "Intro - The Math of Intelligence" by Siraj Raval on Youtube

jupyterworkflow

Reproducible Data Analysis Workflow in Jupyter

kafka_ingestion_streamlit_pipeline

keras-workshop

Supporting documents for an introduction to Keras workshop at Franceisai event

linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

logistic_regression_newtons_method

This is the code for "Logistic Regression - The Math of Intelligence (Week 2)" By SIraj Raval on Youtube

machine-learning-algorithms-from-scratch

Implementing machine learning algorithms from scratch.

make_a_neural_network

This is the code for the "Make a Neural Network" - Intro to Deep Learning #2 by Siraj Raval on Youtube

ml-from-scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

naive_bayes_classifier

This is the code for "Probability Theory - The Math of Intelligence #6" By Siraj Raval on Youtube