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hierarchical_model

This is a model which shows the implementation of the hierarchical model in machine learning

how-to-generate-art-demo

This is the code for "How to Generate Art - Intro to Deep Learning #8' by Siraj Raval on YouTube

how_to_deploy_a_keras_model_to_production

This is the code for the "How to Deploy a Keras Model to Production" by Siraj Raval on Youtube

introduction-to-tensorflow-coursera1

k-means-application

This model is the implementation of K_means algorithm

keras-preprocessing

Utilities for working with image data, text data, and sequence data.

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras_combining_tf-model-basic-

In this case, we use Keras only as a syntactical shortcut to generate an op that maps some tensor(s) input to some tensor(s) output, and that's it. The optimization is done via a native TensorFlow optimizer rather than a Keras optimizer. We don't even use any Keras Model at all!

lat_long_-scraper

Code for automatically scraping latitudes and longitudes from latlong.net.

latent_dirichlet_allocation

This is the Code for "Generative Models - The Math of Intelligence #8" By Siraj Raval on Youtube

martian-mass-rover-prototype

This is the prototype of the Mars Rover.

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

mobilo_bot_control

For this, you need a CodeVisionAVR Software for programming and SinaProg for the dumping of code to hardware.

model_function_23

This is a 23 layered convolutional network used for predicting the creater images on the moon. For further detecting the lunar dust variations across the moon. The model is submitted in reference with the Nasa Space App Challenge 2019.

nyc-airbnb-2019

Availability of AirBnb Rooms in NewYork. Descriptive and Predictive Analysis

openai-cartpole

random search, hill climbing, policy gradient

pca_application

PCA is basically used to reduce the dimensionality of a dataset by implying certain weightage to important features over others.

pygame_basic_model

This is a basic model which is kind of introduction to pygame in which we create a white environment with car placed in some co-ordinate.

raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

recommender_live

recommender_system_challenge

Recommender System Challenge by @Sirajology on Youtube

recurrent_net_model

retro

Retro Games in Gym

scikit-learn

scikit-learn: machine learning in Python

self_organising_maps

This provides a basic model of working of a Self Organising maps.This project aims to create a SOM for a Credit Card Application system.The SOM falls under the category of UnSupervised Learning

ships-vs-icebergs

Differentiates between a ship and an iceberg using satellite images

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

stocks

Google Stock Price Prediction using LSTM

support_vector_regressor_model

syncfusion-chitti

A Chat bot is a computer program that simulates human conversation through voice commands or text chats or both. This feature that can be embedded and used through any major messaging applications. AI enables computers to analyze and understand the human language.