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Joe Fortunato's Projects

bird-bot icon bird-bot

A Nintendo Switch checkout bot. Currently supports Walmart and Best buy

blackbird icon blackbird

Blackbird Bitcoin Arbitrage: a long/short market-neutral strategy

boxdetection icon boxdetection

A Box detection algorithm for any image containing boxes.

cartographer icon cartographer

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

catgear icon catgear

cat tracking with bluetooth indoor positioning and galaxy gears.

climate_indices icon climate_indices

Climate indices for drought monitoring, community reference implementations in Python

cowrie icon cowrie

Cowrie SSH/Telnet Honeypot http://cowrie.readthedocs.io

crop-image-on-selection icon crop-image-on-selection

This code works on simulating MOUSE EVENTS in python. A static image is passed to the code. Wherever you drag on the image that section of area will be cropped. Hence its cropping image on selection.

d3 icon d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

dataloaders_dali icon dataloaders_dali

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

dc.js icon dc.js

Multi-Dimensional charting built to work natively with crossfilter rendered with d3.js

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

deep-rl-keras icon deep-rl-keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

deepfacelab icon deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepstream_python_apps icon deepstream_python_apps

A project demonstrating use of Python for DeepStream sample apps given as a part of SDK (that are currently in C,C++).

dictionary icon dictionary

A JSON representation of Webster's Unabridged Dictionary

discovery-service icon discovery-service

A simple service that enables discovery of Mirobot devices on your local network

diycamera icon diycamera

An Arduino Based DIY Image Sensor and Camera Body

dynamic-ranking-of-classification-algorithms icon dynamic-ranking-of-classification-algorithms

There are a plethora of algorithms in data mining, machine learning and pattern recognition areas. It is very difficult for non-experts to select a particular algorithm. Hence, according to current application or task at hand, recommendation of appropriate classification algorithm for given new dataset is a very important and useful task. According to NO-FREE-LUNCH theorem, there is no best classifier for different classification problems. It is difficult to predict which learning algorithm will work best for a particular type of data and domain. A meta-learning method is presented to support selection of candidate learning algorithms. Meta learning tries to address the problem of algorithm selection by recommending promising classifiers based on meta-features. It uses a k-Nearest Neighbor algorithm to identify the datasets that are most similar to the one at hand. The performance of the candidate algorithms on those datasets is used to generate a recommendation to the user in the form of a ranking. The performance is assessed using a multi-criteria evaluation measure that takes accuracy, precision, recall and execution time into account. The evaluation methodology is general and can be adapted to other ranking problems.

easyrtc icon easyrtc

EasyRTC is a bundle of Open Source WebRTC joy! Our Javascript API hides the differences between Chrome and Firefox browsers and simplifies coding needed for working WebRTC apps. Signalling server using socket.io built on node.js. Tons of free code so you can build WebRTC apps in a few hours that just work. Demos include Instant messaging, Multiparty chatroom, Audio + Video, Screen sharing, Data channel Messaging and File sharing, and more.

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