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ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

ai_emotion_detection

Spring 2020 AI project on emotion detection

ai_supply_chain

This is the code for "AI for Supply Chain" by Siraj Raval on Youtube

airbnb-clone

airbnb-price-prediction

Airbnb is one of the fastest growing companies and has been increasing it's user base rapidly. Airbnb’ing continues to expand in popularity among both leisure and business travelers. Airbnb gives independence to the host to price their listing. This provides interesting use cases to solve for both the hosts as well as the guests. I took up two use cases 1) Predicting competitive price for a listing based on the characteristics of the listing which helps the hosts when they enter the market. 2) Forecasting prices of listings based on the multivariate time series data to help the guests plan their trip and accommodation. The tasks performed in implementing the project are: 1. Exhaustive Data Exploration, Data preprocessing and Data Wrangling of the Airbnb dataset. 2. Used Ensemble models such as Random Forest, XGBoost and LightGBM for price prediction. Also used Ridge Regression and KNN. Computed Median Squared Error and Mean Squared Error of the test data. 3. Performed hyperparameter tuning on all 5 models using ARC(A Root Cluster for Research into Scalable Computer Systems) and the results showed a marked improvement. 4. Used Arima (AutoRegressive Integrated Moving Average) and BSTS (Bayesian Structural Time Series) to capture the seasonal effects and trends in the data which helped in forecasting the prices of the listings with great accuracy.

airbnb-price-prediction-1

airbrake-js

Airbrake JavaScript Notifier

aircnc

AirCnC desenvolvido na Semana Omnistack 9 da Rockeseat

aircnc-1

An Airbnb clone

aircotini

Download tracklogs from Aircotec flight recorders

airfare_prediction_and_classification

A machine learning exercise presenting a simple model for (1) prediction of airfares from the data contained in the search query using linear support vector regression implementation sklearn.SVM.LinearSVR and (2) classification of flight itinerary search results by likelihood the returned fare will ultimately be purchased by the consumer, using simple Naive Bayes implementation in sklearn.

airflow-operator

Kubernetes custom controller and CRDs to managing Airflow

airline-reservation-system

A simple PL/SQL project that impliments few functionalities of a Airline Reservation System.

airline-reservation-system-1

airtable-go

Golang client library for the Airtable API

airy

💬 Open source conversational platform to power conversations with an open source Live Chat, Messengers like Facebook Messenger, WhatsApp and more - 💎 UI from Inbox to dashboards - 🤖 Integrations to Conversational AI / NLP tools and standard enterprise software - ⚡ APIs, WebSocket, Webhook - 🔧 Create any conversational experience

aiyprojects-raspbian

An easy-to-use API for the AIY Voice Kit

ajaxform

На чистом коде

ajnodebot

4WD RPI + Arduino based node bot .

ak2-projekt

akilan1999

aksdeploymenttutorial

Tutorial on how to deploy Deep Learning models on GPU enabled Kubernetes cluster

aktwork

aktwork.github.io

al-computercraft

Al's various Lua scripts for the Minecraft mod, ComputerCraft.

alaamimi

alameda

AMD loader, like requirejs, but with promises and for modern browsers

alan-tree

alarm_landing

alcatraz

The product is developed as a part of the final year project. It is aimed at providing an architecture and open source code to developers so that they can embed this into their applications to enhance the security. The services provided are top notch and cover the broad spectrum of computer and network security. All the features of the product involve the application of Data Mining and Machine Learning techniques onto the domain of Computer Security.