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Links to all twenty articles in the series.
The spec script is the passport for a screenwriter trying to break into the Hollywood film and television business. Since it is so important, here is a twenty-part series which covers just about everything you need to know about spec scripts.
In Part 1, we looked at the gen... | ['Hollywood', 'Screenwriting', 'Writing', 'Screenplay', 'Business'] |
Margareth Egbuchulam at a class excursion at Nike Art Gallery
Everything I have written is personal- it’s the only way I know how to write. — Charlie Kaufman
My Backstory
I have always loved telling stories but more importantly, I have enjoyed listening to stories.
My mom introduced me to the beautiful world of ora... | ['Screenwriting', 'Writers Life', 'Screenplay', 'Writer', 'Nollywood'] |
We continue our week-long analysis of spec script deals in 2018. Today: Agents and Managers.
Nora Ephron
Note: A majority of projects were repped by both an agency and a manager / management company, so the total numbers of reps listed will be significantly higher than the number of scripts sold.
The numbers in pare... | ['Hollywood', 'Screenwriting', 'Writing', 'Screenplay', 'Business'] |
“In tracking the spec script market over the last three decades, one thing is clear: It’s a cyclical business. However, with the emergence of streaming services such as Netflix and Amazon, what will that mean for writers pounding out original screenplays?”
I’m guessing that perhaps 90% of the people who follow this bl... | ['Hollywood', 'Screenwriting', 'Writing', 'Screenplay', 'Business'] |
A week-long analysis of this Oscar-nominated screenplay. Download. Read. Discuss.
Reading scripts. Absolutely critical to learn the craft of screenwriting. The focus of this bi-weekly series is a deep structural and thematic analysis of each script we read. Our daily schedule:
Monday: Scene-By-Scene Breakdown
Tuesda... | ['Film', 'Screenwriting', 'Filmmaking', 'Screenplay', 'Movies'] |
It’s that time of year again when studios and production companies make available PDFs of movie scripts for award season.
As in years past, I will be tracking the year’s movie scripts as links become available.
Current total of 2020 scripts for download: 21. Newly added scripts (4): Emma, Kajillionaire, The Little Th... | ['Film', 'Screenwriting', 'Screenplay', 'Movies', 'Cinema'] |
A week-long analysis of this Oscar-winning screenplay. Download. Read. Discuss.
Reading scripts. Absolutely critical to learn the craft of screenwriting. The focus of this bi-weekly series is a deep structural and thematic analysis of each script we read. Our daily schedule:
Monday: Scene-By-Scene Breakdown
Tuesday:... | ['Film', 'Screenwriting', 'Filmmaking', 'Screenplay', 'Movies'] |
All 10 nominated scripts are available as PDFs — for free!
On Monday, the Academy of Motion Pictures Arts & Science announced the nominations for this year’s 93rd Oscars ceremony. Here are the nominees with links to download each script.
Writing (Original Screenplay)
Nominees
Judas and the Black Messiah
Screenplay... | ['Hollywood', 'Screenwriting', 'Filmmaking', 'Screenplay', 'Movies'] |
Read the script for this award-winning drama set in the world heavy metal music.
Reading scripts. Absolutely critical to learn the craft of screenwriting. The focus of this bi-weekly series is a deep structural and thematic analysis of each script we read. Our daily schedule:
Monday: Scene-By-Scene Breakdown
Tuesday... | ['Film', 'Screenwriting', 'Filmmaking', 'Screenplay', 'Movies'] |
Hi Upasana! TY very much, it makes me smile. Nov. 19 is my Meditation Birthday. How old am I? I’m not sure. I used to tell people I judge it from my last significant past life, and that’s yet another story. And now that I think about it, perhaps I’ll write a piece…
But, to the point of this one, when I started to conn... | ['Enlightenment', 'Consciousness', 'Cosmology', 'Spiritual Growth', 'Holographic Universe'] |
Hi Amy! I’m so glad you read this one. Physicists like to say, “You can’t ask what happened BEFORE the Big Bang” becuase time and space only came into existence THEN. As I feel more and more how things work, combined with my scientific bent, I combine meditative Knowing with the actual Physics behind it. If it’s real, ... | ['Enlightenment', 'Consciousness', 'Cosmology', 'Spiritual Growth', 'Holographic Universe'] |
How many of us really feel — feel every single emotion that radiates from our insides?
We’ve been conditioned to believe that “to feel” means we are weak.
We’ve been taught that “to feel” means that we are vulnerable.
Since when has vulnerability become a negative thing?
Being vulnerable means that we are in tune w... | ['Enlightenment', 'No Fear', 'Positivity', 'Vulnerability', 'Positive Thinking'] |
I’m sorry but I’m serious…
Pardon the faulty logic of this statement, but to put it simply, the world is actually fair due to several reasons. To warn you, I just need to admit that this is NOT something you should be happy about. If, in turn, the points I’m making are exhibiting an impact, it might appeal to pessimis... | ['Enlightenment', 'Opinion', 'Sad', 'Philosophy', 'Life'] |
When you have a victim mindset you do not see what you are feeding life into.
Some of us work at jobs where it started out good then hell breaks loose and it seems those who befriended you at the beginning for some reason starts hating on you. It seems certain people start finding ways to show you in a bad light.
Wit... | ['Enlightenment', 'Pity', 'Joy', 'Self Improvement', 'Divine'] |
By nature, man has to work. The senses have to be engaged in some action. Even if you try and control them and do nothing externally, the very act of restraint is an action in itself. Kṛṣṇa says very beautifully, ‘By nature, the senses are tuned to be extrovert.’ ‘ Extrovert’ is not something negative. Extrovert senses... | ['Enlightenment', 'Nithyananda', 'Bhagavad Gita', 'Kailaasa', 'Paramashivoham'] |
The astounding benefits of meditation have been long researched and confirmed by science, but for millennia now it has been known that the practice of meditation broadens the mind and brings about great states of peace and relaxation, along with the possibility of enlightenment, or moksha as known by some, or “awakenin... | ['Enlightenment', 'Spirituality', 'Spiritual Growth', 'Meditate', 'Meditation'] |
You have to grow from the inside out. None can teach you; none can make you spiritual. There is no other teacher but your own soul — Swami Vivekananda
I had a lovely time with Marty Lipsky on my IC show this week. Marty was one of the original students of Sydney Banks. He met him back in the mid-seventies when Syd was... | ['Enlightenment', 'Spirituality', 'Psychology', '3 Principles', 'Sydney Banks'] |
The Deeper Meaning Behind Why You Are Frequently Seeing The Numerals like 11:11, 1:11, 111,1111 SavantAstro Oct 13, 2020·4 min read
Numbers have a deeper meaning, specific message, and intention hidden with your life. They not only resolve the complicated and entangled truths but also direct many things to personality... | ['Enlightenment', 'Spiritual Growth', 'Spiritual Awakening', 'Angel Number Meaning', 'Numerology'] |
The matrix dominating the modern world is just losing its sense and credibility more and more, to the point that we don’t know if we can trust our eyes anymore! Encountering this phenomenon, there are usually those who restore to the good old Skeptic fashion, and there are those who think of the former as crazy pessimi... | ['Enlightenment', 'Rene Descartes', 'Skepticism', 'Philosophy', 'David Hume'] |
I want to discuss with you, the reason you called her, specifically her (yes being here not gender neutral) light of my life. What is the darkness that she uplifted? How she lightened your life? What if her light is blinding? Won’t you blind when you come from darkness to the light? Let’s see answers to these questions... | ['Enlightenment', 'Romance', 'Life', 'Love'] |
Dialogues With My Self
Photo by Form on Unsplash
Careful observations of my mind and actions have led me to believe that I am not one but many in a seemingly unified whole. This has to be true because at any point in time, at least some parts of me are always at war.
For example, yesterday, for the first time, and a... | ['Enlightenment', 'Journal', 'Yoga', 'Reflections', 'Philosophy'] |
Life is not about learning as much as it is about Remembering…remember that. We enter this world with an intuitive connection to wisdom and through ‘schooling’ we are taught to be intellectual by learning the aboutness of ‘this and that.’ Wisdom resides in our authentic being as it is a cultivation of all of our soul’s... | ['Oneness', 'Enlightenment', 'Spirituality', 'Love', 'Meditation'] |
Note: This article is in response to Actualized.org’s video ‘An Advanced Explanation of God-Realization’. As such, it won’t make much sense unless you’ve watched it!
I felt compelled to write this article because there’s a monumentally important lesson to be had here. Namely, faulty premises can only ever result in gr... | ['Enlightenment', 'Spirituality', 'God', 'Awakening', 'Buddhism'] |
Spoilers ahead — If you haven’t watched all of season 4, then stop reading now. If you already watched it on Inter-dimensional cable then you’re golden.
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You can find part one of Rick and Morty and the Meaning of Life right here.
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At ... | ['Enlightenment', 'Self Improvement', 'Growth', 'Spirituality'] |
“Hail Satan?” Magnolia Pictures (2019)
That Which Can Be Destroyed by the Truth Should Never be Spared Its Demise: Viceovervirtue Aug 10·20 min read
Part I: Is TST Secretly a Sinister Alt-Right Group Luring People Under a Pretense of Progressivism?
**Disclaimer: I am NOT speaking ON BEHALF OF The Satanic Temple nor ... | ['Enlightenment', 'Satanism', 'Religious Freedom', 'Misinformation', 'The Satanic Temple'] |
It’s so easy, as the years wind on, to sink into adult-mind. To get crusty and stagnant in our knowing. To lose our sense of wonder.
Wonder comes naturally to a very small child. To fresh eyes, eyes whose vision hasn’t been obscured the cataracts of knowing, the cataracts of “I know what that is, that’s just a flower,... | ['Enlightenment', 'Consciousness', 'Wonder', 'Awakening', 'Thoughts'] |
Listen to a reading of “The End Of Illusions”:
❖
It happened suddenly and unexpectedly, as drastic changes often do.
You awoke in the morning from an unusual sleep, and something about your waking experience was very different. You couldn’t say what exactly, but there was a deep relaxation. A clenching you’d always ... | ['Enlightenment', 'Spirituality', 'Nonduality', 'Humanity', 'Awakening'] |
(Photo by j zamora on Unsplash)
How poor are they that have not patience!
What wound did ever heal but by degrees?
Thou know’st we work by wit and not by witchcraft,
And wit depends on dilatory time.
—Othello II: iii.
Have you abandoned your engagement with the project of the enlightenment, liberty, and progress ... | ['Enlightenment', 'Persuasion', 'Rationality', 'Popper', 'Philosophy'] |
False Spirituality Is The Friend Of Corrupt Power. True Spirituality Is Its Enemy. Caitlin Johnstone Mar 25·7 min read
“Leveraging Mindful Practices To Maximize Productivity”, reads a Forbes headline from last week.
“Using mindfulness to overcome financial stress”, reads another headline published a few days ago by F... | ['Revolution', 'Enlightenment', 'Spirituality', 'Politics', 'Awakening'] |
The life we hustle offers contentment that lasts in immediate moment. The gratitude we embrace will dissipate gradually as the time is slipping away unnoticed. At the beginning of the quarantine period, I was able to reclaim the time of crisis as a valuable solitude without ignorantly perceived the misfortunes that hap... | ['Pandemic Diaries', 'Quarantinelife', 'Single Life'] |
My Work From Home Experience
In the middle of 2021, we are still living with a global pandemic. Our primary concern is now health, both mentally and physically. ALTO Network Jul 15·3 min read
Photo by Nelly Antoniadou on Unsplash
In the middle of 2021, we are still living with a global pandemic. Our primary concern ... | ['Pandemic Diaries', 'Benefits', 'Work From Home'] |
It has been more than a year since COVID- 19 outbreak. Like you, the rest of the world has become more anxious, stressed, bored, and lonely with news about the virus every day. We were forced to stay at home, and at some point, after realizing that it would be a long ride, we started to pick up hobbies. For many of us,... | ['Lockdown Diary', 'Real Estate', 'Pandemic Diaries', 'Covid 19'] |
January 20, 2021
As of yesterday I’m officially in line for the vaccine. I don’t know when they’ll be able to schedule me but at least it’s a start, a first step out of the morass. I’m eligible because I’m over 65, though I don’t feel half as deserving as the others in Phase 1A: health care workers, long-term care fac... | ['Pandemic Diary', 'Covid Vaccine', 'Over 65', 'Phase 1a', 'Georgia Covid Cases'] |
Days on repeat
2020 feels like a Shinra Tensei come to life.
Let’s be real — 2020 has been inarguably a total shit storm. A quick Google search would bombard you with articles on how garbage fire this year had been. From Taal’s eruption, to the pandemic, down to the worsening social crisis worldwide. It’s as if 2020 ... | ['Pandemic Diaries', '2020', 'Lockdown Stories', 'Philippines', '2020 Review'] |
Pandemic Diary Day 3
March 27th
A few shelves in my library
I find solace in books and have a library that is around 2500 books. Since San Francisco began Sheltering in Place, every morning I climb on my exercise bike face the library and ruminate on what I have read, what I liked, and what I should pull down from t... | ['San Francisco', 'Pandemic Diary', 'Diary', 'Covid 19', 'Books'] |
MARCH 25, 2020
I’m a frugal person. Finding a good bargain beats any substance high I’ve ever had — well, except maybe for morphine (it was Rx and necessary). That’s some good shit.
The opposite of a bargain induced high is what I imagine detoxing from addiction must be like. When my mother passed, she left all of he... | ['Pandemic Diaries', 'Thought Of The Day', 'Price Gouging', 'Coronavirus', 'Badass Women'] |
Pandemic Diary Day 4
Saturday March 28th
I live close enough to the Central Freeway that the constant hum is comforting ambient noise, a statement most likely only uttered by a city dweller. I live on the third floor and at this time of year, I always sleep with the window open, so the hum of the Central Freeway is m... | ['San Francisco', 'Pandemic Diary', 'Covid-19', 'Pandemic', 'Hearts'] |
Spring that happens without us
At the beginning of March I was still calm. Admittedly, I avoided public transport as a preventive measure and tried to walk around Warsaw on foot. I also visited my art studio several times to finish the painting River. Storm and create some sketches for the next image in the series.
W... | ['Pandemic Diaries', 'Modern Art', 'Art', 'Diary', 'Artist'] |
Why We Need To Reinvent Our Friendships And Social Media Habits In 2020 Or Risk Burning Out
It’s true what they say. Life comes at you fast in your twenties. You feel like there’s so much to do yet so little time. The pressure to stay ahead of the curve is huge, and so is the responsibility of being an anchor for thos... | ['Pandemic Diaries', 'Millennial Burnout', 'Mental Health', 'Social Media'] |
Pandemic Diary Day 7
March 31, 2020
This goes out to three women I love adore, and consider heroes. My cousin, Valerie, one of my very best friends Alicia and and my skiing bud, Erin, and all the other nurses out there putting your job before anything else.
I need to start this with a mia culpa and OMFG I am so asha... | ['Pandemic Diary', 'Nurses', 'Ppe', 'Covid 19', 'Hospital'] |
Pandemic Diary Day 5
March 29, 2020
NYT Sunday March 29
The New York Times Crossword Puzzle gets harder each day. So Monday’s are easy and quick and Saturday’s a brain buster. The Sunday puzzle is equivalent to a Wednesday in difficulty, but four times as large.
Now that I am in a different place in my life regardi... | ['Pandemic Diary', 'Crosswords', 'Covid 19', 'Sunday Morning', 'Puzzles'] |
How To Keep Your Quarantined Parents Sane In This Pandemic
Each day is passing like a month. As the day passes by, I discover a new issue arising during the quarantine situation.
As you and I are home, so are our parents. Unlike us, our parents aren’t working from home rather they’re just at home as their professions... | ['Pandemic Diaries', 'Writing', 'Coronavirus Lockdown', 'Curated Content', 'Writing Prompts'] |
Covid Days
In those first blurry weeks of lockdown, giddy confusion eventually gave way to melancholy. To stay connected, a group of friends and I set up weekly zoom meetings. With some people cooking or working, others leaving the screen on mute while they cooked or did chores, it was the beginning of a new era of sc... | ['Pandemic Diaries', 'Web Development', 'Design', 'Game Design', 'Drawing'] |
I worked full-time as an occupational therapist in the hospital setting for eight and a half years, including throughout the pandemic. I contracted Covid-19 at work in October of 2020, yet there is no way of proving it because my employer ended contact tracing per the CDC’s recommendation in May of 2020. I have never r... | ['Chronic Fatigue Syndrome', 'Pandemic Diaries', 'Long Covid', 'Covid-19', 'Myalgic Encephalomyelitis'] |
Isolating with kids
It’s not easy, it’s not fool-proof
Children cannot be confined to one room for days or weeks. To work towards a scenario where you will be able to create a perfect isolation setup is practically impossible.
Isolate the adults
If possible, draw up boundaries in the house imposing greater restrict... | ['Pandemic Diaries', 'Kids', 'Mommy Bloggers', 'Covid 19', 'Parenting'] |
Life is change
How it differs from the rocks.
I’ve seen their ways too often for my liking;
New worlds to gain.
My life is to survive
And be alive
For you.
You are the crown of creation
And you’ve got no place to go.
— Jefferson Airplane, 1970.
This week a young friend wrote to ask what’s the big deal about t... | ['Pandemic Diaries', 'Covid 19', 'Collapse', 'Lynn Shelton', 'China'] |
In some ways, it’s actually been easier than I had initially anticipated. During undergrad, I was forced to memorise every enzyme involved in the Kreb’s Cycle and each step in purine and pyrimidine synthesis. You can imagine my shock and elation then when I found out that I wouldn’t have to remember the intricate detai... | ['Pandemic Diaries', 'Medicine', 'Covid 19', 'Adhd', 'Medical School'] |
Photo by Daniele Levis Pelusi: Unsplash
Just Another Saturday Morning in Pandemic Life
I climb the stepladder and manage to unhook the window frame’s dual locks, the pads of my thumbs turning white with effort. When I pull the window out of its casing there’s a huff of dust, a squeal of rubber, a rush of air, a broke... | ['Pandemic Diaries', 'Self', 'Covid Diaries', 'Creativity', 'Lifestyle'] |
Exploring the social and psychological repercussions of the pandemic.
The economic and social repercussions of the pandemic have left most of us feeling anxious not only about the future but about the present itself. In a time of no clarity, all of us are now taking things one day at a time. The pandemic has also comp... | ['Designer', 'Pandemic Diaries', 'Collaboration', 'Remote Working'] |
From banker to bar owner, Queens native Tim Ducey entered the restaurant and bar industry through his love for beer. Tim owns popular sports bars Acey Ducey’s (Metropolitan Avenue) and Tap House (Austin Street), where they offer over 20 craft beers (Tap House)on tap and sides like “firecracker shrimp” and “Dewcey Brew-... | ['Pandemic Diaries', 'Humanity', 'Covid 19', 'Food', 'New York City'] |
– but I don’t have any symptoms.
Last week, I travelled to Tadoba, a wildlife reserve in Maharashtra, with Jyoti and Radha, two of my best friends from high school. We’d hoped to glimpse some of India’s majestic tigers (we did — 15!). I arrived home in Siolim, tired but healthy, very early on the morning of Saturday, ... | ['Pandemic Diaries', 'Covid Positive', 'Public Health', 'Covid 19', 'Goa'] |
Getting Started with TigerGraph Starter Kits
Motivation
Fraud is a growing problem faced by all industries leading to billions of dollars lost every year. As hackers become more prevalent and more advanced, fraud detection is an issue that must be addressed immediately.
Enter, TigerGraph.
By harnessing the power of... | ['Graph Database', 'Graph', 'Tigergraph'] |
Königsberg, 1735
In the year 1735, the Prussian city of Königsberg was divided into 4 distinct landmasses by 7 different bridges that stretched across the river Pregel. A question was posed concerning the bridges. Could a man traverse all bridges, without doubling back and end back up where they started. This perplexi... | ['Data', 'Graph', 'Graph Theory', 'Data Science', 'Seven Brides'] |
Getting Started With TigerGraph 3.0
What is GraphStudio?
GraphStudio is a streamlined graphical user interface built on top of TigerGraph’s database engine. It offers an easy-to-use, no-code platform that allows anyone, regardless of their experience in database technologies, to learn about graphs.
You can read more... | ['Graph Database', 'Graph', 'Tigergraph'] |
Getting Started
Let's create a flutter project and make a stateful class start with.
Implementation:
We will create a new dart file and name it Home and make it a Stateful class. Change your existing main.dart file as shown below
Let’s add a package called charts_flutter in pubspec and run flutter pub get.
Add the... | ['Graph', 'Flutter', 'App Development', 'Flutter App Development', 'Flutter Ui'] |
Twitchverse: Using FastRP embeddings for a node classification task
Extract the value of relationships by using the FastRP embedding algorithm to produce features for a downstream node classification task Tomaz Bratanic Jul 1·12 min read
This is the third article in my Twitchverse series. The previous two are:
Don’t... | ['Graph', 'Data Science', 'Neo4j', 'Machine Learning', 'Graph Data Science'] |
Photo by Paulius Andriekus on Unsplash
Welcome back to the next part of this Blog Series on Graph Neural Networks!
The following section will provide a little introduction to PyTorch Geometric and then we’ll use this library to construct our very own Graph Neural Network! For this approach, I will make use of the MNI... | ['Machine Learning', 'Graph', 'Graph Neural Networks'] |
I have recently been working on a very interesting project at my work which involves Machine Learning, Code Translation, and some other cool things. A part of the project is being developed in Go and a part in Python. Thanks to that I got a chance to get back to write some Go code after a couple of years.
One of the t... | ['State Machine', 'Graph', 'Open Source', 'Programming', 'Go'] |
Start with Graph Convolutional Neural Networks using DGL
I have reviewed some of the existing libraries to do Graph Convolutional Neural Networks (GCNN’s) and, although in general they are very good, I always return to DGL because it has excellent documentation and many examples, among other things [1]. Here, I want t... | ['Pytorch', 'Graph', 'Convolutional Network', 'Deep Learning'] |
OPG4Py is the Python client of Graph Server, a component of the Property Graph feature of Oracle Database. OML4Py is the Python interface of OML (Oracle Machine Learning), which is another feature of Oracle Database that enables scalable machine learning. The key advantage of OML is that all the machine learning functi... | ['Machine Learning', 'Graph'] |
Graphs 101: Airline Transportation Network
The United States Bureau of Transportation Statistics (BTS) publishes a wealth of dataset on all things transportation related. One of those datasets under the unassuming name of “T-100 Domestic Segment (U.S. Carriers)” is described as:
This table contains domestic non-stop ... | ['Airlines', 'Graph', 'Data Science', 'Machine Learning', 'Network'] |
As you might know right now I’m MIT ReACT learner. This week we began a Computer Science course and the first assignment was to come up with the idea of using graph data structure. I thought I would use a knowledge example of a real world example of graph data structure. Also, I thought I should create one which will r... | ['Data Structures', 'Graph', 'Knowledge', 'Python', 'MIT'] |
實驗部份
Datasets說明
1. Color counting task (上圖a）
把原圖各節點著色，計算有幾個綠色節點，因為範例有兩個綠色，所以其Ground truth attention各為1/2 = 0.5，在這個task中，graph structure is unimportant and edges of graphs act like a medium to exchange node features
2. Counting the number of triangles（上圖b）
數出原圖中有幾個三角形，這任務各個node的Ground truth attention可以透過下式來計算，比如範例圖... | ['Graph', 'Attention', 'Deep Learning', 'Machine Learning', 'Neural Networks'] |
This is an example of how Google gives you directions,
Directed Graph → A graph with only directed edges (Like a 1-way street).
Above an example of a Directed Graph, you can think of this as an Instagram follow request. If you accept the request they see your stuff, however, you must also request them if you would li... | ['Google', 'JavaScript', 'Data Structures', 'Graph', 'Algorithms'] |
On the way to more powerful GNN. Source.
There are two paradigms for graph representations: graph kernels and graph neural networks. Graph kernels typically create an embedding of a graph, based on decomposition, in an unsupervised manner. For example, we can count the number of triangles or more generally triplets of... | ['Gnn', 'Graphs', 'Gml', 'Machine Learning', 'Theory'] |
The problem
2014 Grad Test — Practice round.
Bad Horse Problem
As the leader of the Evil League of Evil, Bad Horse has a lot of problems to deal with. Most recently, there have been far too many arguments and far too much backstabbing in the League, so much so that Bad Horse has decided to split the league into two ... | ['Graph', 'Algorithms', 'Code Challenge', 'Bipartite Graph', 'Python'] |
Exploring the Graph Catalog feature of Neo4j Graph data science plugin on a Lord of the Rings dataset
To continue the introduction of the Neo4j Graph data science plugin, we will go over the basics and look at the graph management part of the library. This is the part of the library that is responsible for projecting ... | ['Graph', 'Algorithms', 'Data Science', 'Neo4j', 'Lord Of The Rings'] |
Understand What GNN Is and What GNN Can Do
source: Manuchi, via pixabay (CC0)
Graph Neural Network(GNN) recently has received a lot of attention due to its ability to analyze graph structural data. This article gives a gentle introduction to Graph Neural Network. It covers some graph theories for the ease to understa... | ['Graph', 'Graph Convolution', 'Graph Neural Networks', 'Machine Learning', 'Neural Networks'] |
Analyzing multigraphs in Neo4j Graph data science library
When times are tough, I think it is essential to focus on our relationships. Some of us concentrate more on social interactions. Others like to play around with neurons, while some just want to look at cute animals. No matter your network preference, I would li... | ['Graph', 'Algorithms', 'Data Science', 'Neo4j', 'Network'] |
For LPA to work in this case, we have to make an assumption; an edge connecting two nodes carry a notion of similarity. i.e. if two people are connected together, that means that it is highly likely that these two people share the same interests. We can make this assumption as people tend to connect with other people h... | ['Graph', 'Mathematics', 'Data Science', 'Machine Learning', 'Computer Science'] |
In this problem, a rooted tree is a directed graph such that, there is exactly one node (the root) for which all other nodes are descendants of this node, plus every node has exactly one parent, except for the root node which has no parents.
The given input is a directed graph that started as a rooted tree with N node... | ['Tree', 'Graph', 'Leetcode Hard', 'Algorithms'] |
Social media is used widely everywhere today. Anyone can easily access social media, and millions of people feel as if they cannot live without it. While there are countless social media apps, Snapchat has been a very popular one. Thus, we will be reviewing demographics about the app to find out who uses Snapchat in th... | ['Demographics', 'Charts', 'Graph', 'Data', 'Snapchat'] |
I have been working in the IT Industry for about 14 years now. From Web applications to cloud infrastructure and even Machine learning, I have seen it all. You may think of me as being a Jack of all trades but Master of none.
If all those years of experience have taught me anything, it is this.
It is all about the da... | ['Graph', 'Java', 'Caching'] |
Graphs and charts developed using Macaw
In this blog, you will learn how to develop a bar graph using Macaw in swift.
Macaw can be easily installed using cocoa pods just add the following line in the pod file.
pod "Macaw", "0.9.7" run the "pod install" command in the terminal to install the library
To create progra... | ['iOS', 'Graph', 'Swift', 'Programmatically', 'Chart'] |
Structure of the database
We as humans know that if a person, Alice, is the mother of a child Bob, then Bob is the child of Alice. In other words, if a relation in one way is established, the relation in the opposite way is implied. This is done in two ways:
Database level: To every person added to the family tree, t... | ['Graph', 'Gremlin', 'Design', 'Crud', 'Database'] |
The Spark GraphFrame is a powerful abstraction for processing large graphs using distributed computing. It provides a plethora of common graph algorithms including label propagation and PageRank. Further, it provides the foundations for implementing complex graph algorithms, including a robust implementation of the Pre... | ['Graph', 'Data Science', 'Graphframe', 'Spark', 'Analysis'] |
The need to visualize a large amount of data / data flows / entities relations in a way that our brain could face it is an interesting challenge in UX / UI and interactive graphs are in daily use, a lot of them are based on d3.
The d3-force module:
Force-directed graph layout using velocity Verlet integration.
“Verl... | ['D3', 'Graph', 'Frontend', 'UI', 'API'] |
Neo4j already provides some documentation on its site for how to do deployments of Neo4j to common clouds, including on Azure. But in this article, I’ll provide sample shell scripts that can do this automatically for you.
These are useful when you want to integrate Neo4j into your CI/CD pipeline and be able to create/... | ['Graph', 'Arm', 'Neo4j', 'Azure', 'Deployment'] |
I know its late( modules are already out for quite a time) but better late than never 😅. Also, this part contains explanation and an example about RedisGraph module only. Others, will be covered in next part in coming weekend.
Machine learning models, artificial neural networks are definitely the new in thing not onl... | ['Data', 'Graph', 'Redis', 'Database', 'Data Engineering'] |
Bitcoin can arguably be better understood as a graph data structure than as a table. I’m not talking about the block to block “chain” relationship. I’m talking about the way the actual transactions happen on the chain, where the units of trading are the transactions’ outputs.
Outputs are created when new blocks are mi... | ['Blockchain', 'Graph', 'Database', 'Bitcoin', 'Cryptocurrency'] |
Over the next few weeks, we’ll be taking an episodic look at building a graph data system to tackle interesting problems in interesting ways. There’s no better place to start than right in the middle — the data model. After all, a key feature of a graph data system is the tremendous flexibility it gives us to explicitl... | ['Graph', 'Data Model', 'Music Analytics', 'Tinkerpop', 'Janusgraph'] |
Just a few days ago a new version of Neo4j graph algorithms plugin was released. With the new release come new algorithms and Pearson correlation algorithm is one of them.
To demonstrate how to use Pearson correlation algorithm in Neo4j we will use the data from “Young People Survey” Kaggle dataset made available by M... | ['Graph Algorithms', 'Graph', 'Pearson', 'Data Science', 'Neo4j'] |
Cora Data set Citation Graph
Motivation :
There is a lot of data out there that can be represented in the form of a graph in real-world applications like in Citation Networks, Social Networks (Followers graph, Friends network, … ), Biological Networks or Telecommunications.
Using Graph extracted features can boost t... | ['Graph', 'TensorFlow', 'Keras', 'Machine Learning', 'Neural Networks'] |
Hey all. Today we are going to create line graph with kind of progress animation.
Line Graphic
Looks pretty awesome and could be useful in some apps to show statistic info. I want to share with you some tricks which help you to make this graph in a few steps. So lets start.
Create a new swift project like always. Ad... | ['iOS', 'Graph', 'Gradient', 'iOS App Development', 'Swift'] |
From Text to Knowledge: The Information Extraction Pipeline
I am thrilled to present my latest project I have been working on. If you have been following my posts, you know that I am passionate about combining natural language processing and knowledge graphs. In this blog post, I will present my implementation of an i... | ['Spacy', 'Graph', 'Information Extraction', 'NLP', 'Neo4j'] |
Observe The Friend Paradox in Facebook Data Using Python
Motivation
On average do your friends have more friends than you? If you are an average person, there is a high chance that you have fewer friends than your friends.
This is called the friendship paradox. This phenomenon states that most people have fewer frie... | ['Data Analysis', 'Graph', 'Data Visualization', 'Data Science', 'Python'] |
Good Will Hunting character, a janitor and amateur mathematician draws all homomorphically irreducible trees in response to the call by the professor at MIT. © 1997 Miramax Pictures
This post is written together with Ekaterina Vorobyeva.
At ten I once said to my friend how great it would if our teacher presented to u... | ['Graph', 'Conjecture', 'Graph Theory', 'Mathematics', 'Math'] |
Making Sense of News, the Knowledge Graph Way
How to combine Named Entity Linking with Wikipedia data enrichment to analyze the internet news. Tomaz Bratanic Follow Feb 2 · 12 min read
A wealth of information is being produced every day on the internet. Understanding the news and other content-generating websites is ... | ['Graph', 'News', 'NLP', 'Neo4j', 'Scraping'] |
Why should I learn this right now and not later?
There are plenty of things to learn in the field of data science. Typically, as a Data Scientist, you tend to learn as you go. If your current task requires new methods, you do some research until you can solve the problem at hand. However, applications of graph theory ... | ['Graph', 'Mathematics', 'Data Science', 'Programming', 'Python'] |
Keeping your tests in a passing state can sometimes be a challenge. Just like your code needs maintenance, so do your tests!
You might introduce new code that changes the functionality of another piece of code. When this happens tests may start failing. Great! The tests did their job! They pointed out a regression on ... | ['iOS', 'Swift', 'Asynchronous', 'Expectations', 'Testing'] |
A beginner’s guide to awesomeness!
Photo by Womanizer WOW Tech on Unsplash
What is a Promise?
To put it in plain simple words, it is a contract between the promisee and the promiser. It says that the promiser will always send something back to the promisee (you), it can either be a good 😃 or a bad gift 😥.
What is... | ['JavaScript', 'Beginner', 'Promises', 'Asynchronous', 'Javascript Promise'] |
Isolates:
At the point when you start a Dart application (with or without Flutter), the Dart runtime dispatches another string cycle for it. Threads are displayed as isolates, supposed because the runtime keeps each disconnects its overseeing totally isolated from the others. Each has its own memory space, which fores... | ['Dart', 'Mobile App Development', 'Flutter', 'Asynchronous', 'Flutter App Development'] |
Red pill or blue pill? Photo: Courtesy of Warner Bros.
Today, at peak times customer facing applications often have to cope with tens of thousands or more simultaneous requests. While cloud computing and the accompanying possibilities of dynamic scaling of applications help to overcome this, they also reach their limi... | ['Software', 'Asynchronous', 'Programming', 'Developer', 'Kotlin'] |
What to expect from this article
This article covers the basics of asynchronous non-blocking I/O and how it is beneficial for applications which need to cater to large number of concurrent requests in a cost effective manner.
Back in the day
Sometime ago when the number of consumers of a service were relatively less... | ['Java', 'Scalability', 'Asynchronous', 'Software Development', 'Backend'] |
Since the release of Django 3.0 in December of 2019, the wildly popular web framework has begun the journey to support Async through ASGI. For those new to Async, here is a little more context of ASGI:
ASGI (Asynchronous Server Gateway Interface) is a spiritual successor to WSGI, intended to provide a standard interfa... | ['Asynchronous', 'Python', 'Django', 'Web Development'] |
This is post # 34 of the series, dedicated to exploring JavaScript and its building components. In the process of identifying and describing the core elements, we also share some rules of thumb we use when building SessionStack, a JavaScript application that needs to be robust and high-performing to help companies opti... | ['JavaScript', 'Web Development', 'Debugging', 'Asynchronous', 'Software Development'] |
Introducing Sanic: The Async Python Web Framework
1. What is Sanic?
Sanic is a Python 3.7+ web server and web framework that’s written to go fast. It allows the usage of the async/await syntax added in Python 3.5, which makes your code non-blocking and speedy.
Goal: To provide a simple way to get up and running a hi... | ['Web Development', 'Asynchronous', 'Sanic', 'Programming', 'Python'] |
TL;DR
If you are using Symfony Mailer, Symfony Messenger and are sending e-mails with attachments asynchronously you might have come across some issues:
An email cannot be sent, because the (temporary) attachment files do not exist anymore.
An email failed to send, and the message ended up in a “failed” queue. After... | ['Messenger', 'Symfony', 'Asynchronous', 'PHP', 'Mailer'] |
Microsoft first introduced async/await pattern in C# 5.0 back in 2011. I think it’s one of the greatest contributions to the asynchronous programming — at languages level— which led other programming languages to follow, like Python and JavaScript, to name a few. It makes asynchronous code more readable, more like the ... | ['Asynchronous', 'Dotnet', 'Programming', 'Csharp', 'Async'] |
January 21, 2021
Most people who work as a part of a team, especially remote workers, know how useful Zoom and Slack are for keeping work flowing and teams connected… at times. These tools have their time and place, but they also have huge downsides. At the end of the day, we’ve got to know: what’s our option between ... | ['Zoom', 'Zoom Fatigue', 'Slack', 'Asynchronous', 'Async'] |
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