pip install --upgrade pip
pip install mkdocs
pip install mkdocs-rtd-dropdown
mkdocs new my-project
cd my-project
mkdocs serve
- GitHub Deploy
mkdocs gh-deploy
Name: Data Fiction
Type: Organization
Bio: Data Science, Machine Learning, Deep Learning, Reinforcement Learning
Pytorch implementation for paper of "A DEEP REINFORCED MODEL FOR ABSTRACTIVE SUMMARIZATION". https://arxiv.org/abs/1705.04304
Projects and exercises for Udacity's AI for Healthcare Nanodegree. (May-Jul 2020)
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
Solving a 5x4 grid world problem using reinforcement learning techniques, Value Iteration and Q-Learning
CS 188 (Introduction to Artificial Intelligence): Project 3: https://www.edx.org/courses/BerkeleyX/CS188/sp13/courseware/Week_6/Project_3_Reinforcement/
Constraint Satisfaction Problem lab to solve the N-Queens problem
Jupyter notebook exercise to check your understanding of simulated annealing
Created an AI that beats human opponents in the game of Isolation using Minimax, Alpha-Beta Search, and Iterative Deepening.
Used logic and planning techniques to create an AI that finds the most efficient route to route cargo around the world to their respective destinations. This project used a combination of propositional logic and search along with A* heuristics to find optimal planning solutions.
:rocket: Built a system that can recognize words communicated using the American Sign Language (ASL) implementing Hidden Markov Models (HMMs) with model selection techniques (e.g.,BIC, DIC, and K-fold Cross Validation). :mortar_board:
AIND Term 2 -- Lesson on Convolutional Neural Networks
Building a pipeline that can be used within a web or mobile app to process real-world, user-supplied images
Project materials for RNN segment of AIND nanodegree
AIND, computer vision capstone project. This repo contains starting code for an end-to-end facial keypoint recognition system that relies on a combination of computer vision and deep learning techniques.
AIND Computer Vision project: Mimic Me!
Coding exercises for the Natural Language Processing concentration, part of Udacity's AIND program.
A simple question-answering system built using IBM Watson's NLP services.
:mortar_board: Building a deep neural network that functions as part of an end-to-end machine translation pipeline. :rocket:
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)
A curated list of awesome Machine Learning frameworks, libraries and software.
This reposetory includes splunk,knime,Neo4j documents and report from Big Data Capstone Project
Decentralized Star Notary Service. Vasucoin(VASU)
Built an advanced lane-finding algorithm using OpenCV for Hough Transforms and Canny edge detection, distortion correction, image rectification, color transforms, and gradient thresholding. Identified lane curvature and vehicle displacement. Detected highway lane lines on a video stream. Overcame environmental challenges such as shadows and pavement changes.
This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.
Built and trained a convolutional neural network for end-to-end driving in a simulator, using TensorFlow and Keras. Used optimization techniques such as regularization and drop out to generalize the network for driving on multiple tracks.
Resources for the Udacity/Didi $100k competition
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.