What is WeStarter (WAR) | What is WeStarter token | What is WAR token

In this article, we’ll discuss information about the WeStarter project and WAR token

What is WeStarter?

WeStarter is a cross-chain token initial swap platform which based on HECO network. Through the fluency of the product and sufficient industry resources, it carries the requirement of funds and resources for a variety of asset types. With the role of gatekeeper, through the decentralized incentive and governance mechanism of tokens, to achieve the goal of selecting high-quality assets.

WAR total supply:100,000,000

Distribution mechanism (the Whole is considered 100%):

65% Protocol Rewards: Distributed to community users through mining, voting, staking, etc. multi-chain mining deployment

5% Strategic Investment 1: Institutions or individuals who continuously empower the WeStarter, including but not limited to quality project resources, industry resources, community resources and product innovation. Valued at $7.5 million, tokens are unlocked at 15% of the initial flow, and the remaining 85% is unlocked in equal proportions on a quarterly basis (every 3 months), with four unlocks completed.

5% Strategic Investment 2: Valued at $12.5 million, 20% of the tokens are unlocked at the initial flow, and the remaining 80% are unlocked in equal parts on a quarterly basis (every 3 months), with four unlocks completed.

Initial Swap

0.6% IDO: valued at $25 million, fully unlocked

1.4% LBP Swap

20% Foundation, core team members: Tokens are unlocked in 36 months after the initial 3 months of circulation

3% Marketing & Operations Activities: Including but not limited to airdrops and other forms

Public Sale details

$WAR is going to have a multi-platform initial offering from April 27th 20:00-April 30th 21:00 SGT.

The IDO platforms are as follows:

Helmet (BSC)

IIO — Initial Insurance Offering

Apr.27 th 20:00-April 29th 20:00 SGT

IIO is a new token offering model that distribute new assets to HELMET holders through the European option trading logic. Before the official offering of the Token, investors could access to the option token (iToken) of IIO token, which can be activated/swapped into the IIO token at the official offering time.

Website: https://www.helmet.insure/

HELMET ILO tutorial: https://helmetinsure.medium.com/iio-westarter-war-2bb309d5c47f

Key Metrics:

  • Total Allocation:$30,000
  • Total Offering Amount: 120,000 WAR
  • Token Price: 0.25 BUSD
  • iWAR activate/swap formula: 1 iWAR+0.25BUSD Swap 1 $WAR
  • iWAR Distribution: Apr.27th 21:00- April 29th 21:00 SGT
  • Activate/swap iWAR period: Apr.30th 21:00 — May 1st 21:00 SGT
  • IIO Tickets: 1 $HELMET

PentaLaunch (ETH)

Curve Auction Offering

April 29th 20:00–21:00 SGT

PentaLaunch is a bonding curve auction tool that allows open source projects and decentralized organizations to conduct token auction with customized curves. The platform was acquired by Dora Factory in late March.

Website:  https://curve.auction/#/

Pentalanuch auction tutorial:  https://medium.com/meta-network/meta-network-x-pentalaunch-auction-subscription-guide-ca8727489eb1

Key Metrics:

  • Total Allocation: 30,000 USDC
  • Auction Quantity: 120,000 $WAR
  • Start Price: 0.25u
  • Curve Highest Price: 0.25u
  • Opening Time: April 29th 20:00 SGT
  • Time to claim: April 30th 21:00 SGT
  • Auction Platform: PentaLaunch
  • Maximum Purchase Limit: 100 USDC each address=400 $WAR
  • Auction Payment: USDC
  • First come, First served

WeStarter (Heco)

IDO — Initial Distribution Offering

April 29th 20:00–21:00 SGT

Website:  www.westarter.org

Pentalanuch auction tutorial:  http://yuque.com/docs/share/cc71c6e4-4d0d-4ef4-bcb8-0bee03bd02f3?#

Key Metrics:

  • Total Allocation for 3 pools: 90,000 USDT equivalent HT
  • Total $WAR: 360,000 $WAR
  • Token Price: 0.25u
  • Time to claim $WAR: April 30th 21:00 SGT
  • Time to listing on MDEX: Before April 30th 21:00 SGT
Whitelisted Pool 1 (Open for influencers)
  • Time to start: April 29th 20:00–20:20 SGT
  • Pool 1 Allocation: $30,000 equivalent HT
  • Quota per Whitelisted: $300
  • Total seats: 100

Influencer application form

*Please notice: Whitelisted Pool 1 just open for influencer, if you are the influencer over 50k followers on twitter, or if you owned telegram communities over 10k+ people,or over 10k follower on Youtube channel, please fill up this formto win Pool 1 whitelist.

Whitelist Pool 2 (Open for Whitelisted)

  • Time to Start: April 29th 20:00–20:20 SGT
  • Pool 2 Allocation: $30,000 USDT equivalent HT
  • Quota per Whitelisted: $100
  • Total seats: 300

Whitelist application form

*Whitelist quotas limited to 500 users which randomly determined by the system, and only 300 of them are able to snapping $WAR up eventually, first come, first served.

Public Pool (open for everyone)

  • Time to start: April 29th 20:20–21:00 SGT
  • Public Pool total allocation: 30,000 USDT
  • Pool type: Overflow
  • Pool currency: HT
  • Time to claim USDT: April 29th 21:00 SGT
  • Time to claim WAR: April 30th 21:00 SGT

*Please claim TWICE to make sure both of HT and WAR sent to the original address.

what is overflow?

In the “Overflow” method, users can subscribe as much or as little as they want to the IDO, and their final allocation will be based on the amount of funds they put in as a percentage of all funds put in by other users at the time the sale ends. Users will receive back any leftover funds when they claim their tokens after the sale.

LBP on WeStarter x MDEX (Heco)

April 29th 21:00-April 30th 21:00 SGT

LBP is a tool designed for projects to launch their tokens with liquidity generation and price discovery. It also helps to prevent front-running and speculation of normal auctions. The nature of LBP is a price decreasing auctionin which auction price gradually decreases until demand is met.

Total LBP supply: 1,400,000 WAR

Starting Price: to be announced

More info about WeStarter x MDEX.com LBP to be announced…

How and Where to Buy WeStarter (WAR)?

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

Next step - Transfer your cryptos to an Altcoin Exchange

Since WAR is an altcoin we need to transfer our coins to an exchange that WAR can be traded. Below is a list of exchanges that offers to trade WAR in various market pairs, head to their websites and register for an account.

Once finished you will then need to make a BTC/ETH/USDT/BNB deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase WAR from the exchange.

The top exchange for trading in WAR token is currently Gate.io, MXC.COM and LBank

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once WAR gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!

Top exchanges for token-coin trading. Follow instructions and make unlimited money

https://www.binance.com
 ☞ https://www.bittrex.com
 ☞ https://www.poloniex.com
 ☞ https://www.bitfinex.com
 ☞ https://www.huobi.com

Find more information WAR

WebsiteSource CodeSocial ChannelSocial Channel 2Message Board

🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.

🔥 If you’re a beginner. I believe the article below will be useful to you

⭐ ⭐ ⭐ What You Should Know Before Investing in Cryptocurrency - For Beginner ⭐ ⭐ ⭐

Thank for visiting and reading this article! Please don’t forget to leave a like, comment and share!

#blockchain #bitcoin #war #westarter

What is GEEK

Buddha Community

What is WeStarter (WAR) | What is WeStarter token | What is WAR token

What is WeStarter (WAR) | What is WeStarter token | What is WAR token

In this article, we’ll discuss information about the WeStarter project and WAR token

What is WeStarter?

WeStarter is a cross-chain token initial swap platform which based on HECO network. Through the fluency of the product and sufficient industry resources, it carries the requirement of funds and resources for a variety of asset types. With the role of gatekeeper, through the decentralized incentive and governance mechanism of tokens, to achieve the goal of selecting high-quality assets.

WAR total supply:100,000,000

Distribution mechanism (the Whole is considered 100%):

65% Protocol Rewards: Distributed to community users through mining, voting, staking, etc. multi-chain mining deployment

5% Strategic Investment 1: Institutions or individuals who continuously empower the WeStarter, including but not limited to quality project resources, industry resources, community resources and product innovation. Valued at $7.5 million, tokens are unlocked at 15% of the initial flow, and the remaining 85% is unlocked in equal proportions on a quarterly basis (every 3 months), with four unlocks completed.

5% Strategic Investment 2: Valued at $12.5 million, 20% of the tokens are unlocked at the initial flow, and the remaining 80% are unlocked in equal parts on a quarterly basis (every 3 months), with four unlocks completed.

Initial Swap

0.6% IDO: valued at $25 million, fully unlocked

1.4% LBP Swap

20% Foundation, core team members: Tokens are unlocked in 36 months after the initial 3 months of circulation

3% Marketing & Operations Activities: Including but not limited to airdrops and other forms

Public Sale details

$WAR is going to have a multi-platform initial offering from April 27th 20:00-April 30th 21:00 SGT.

The IDO platforms are as follows:

Helmet (BSC)

IIO — Initial Insurance Offering

Apr.27 th 20:00-April 29th 20:00 SGT

IIO is a new token offering model that distribute new assets to HELMET holders through the European option trading logic. Before the official offering of the Token, investors could access to the option token (iToken) of IIO token, which can be activated/swapped into the IIO token at the official offering time.

Website: https://www.helmet.insure/

HELMET ILO tutorial: https://helmetinsure.medium.com/iio-westarter-war-2bb309d5c47f

Key Metrics:

  • Total Allocation:$30,000
  • Total Offering Amount: 120,000 WAR
  • Token Price: 0.25 BUSD
  • iWAR activate/swap formula: 1 iWAR+0.25BUSD Swap 1 $WAR
  • iWAR Distribution: Apr.27th 21:00- April 29th 21:00 SGT
  • Activate/swap iWAR period: Apr.30th 21:00 — May 1st 21:00 SGT
  • IIO Tickets: 1 $HELMET

PentaLaunch (ETH)

Curve Auction Offering

April 29th 20:00–21:00 SGT

PentaLaunch is a bonding curve auction tool that allows open source projects and decentralized organizations to conduct token auction with customized curves. The platform was acquired by Dora Factory in late March.

Website:  https://curve.auction/#/

Pentalanuch auction tutorial:  https://medium.com/meta-network/meta-network-x-pentalaunch-auction-subscription-guide-ca8727489eb1

Key Metrics:

  • Total Allocation: 30,000 USDC
  • Auction Quantity: 120,000 $WAR
  • Start Price: 0.25u
  • Curve Highest Price: 0.25u
  • Opening Time: April 29th 20:00 SGT
  • Time to claim: April 30th 21:00 SGT
  • Auction Platform: PentaLaunch
  • Maximum Purchase Limit: 100 USDC each address=400 $WAR
  • Auction Payment: USDC
  • First come, First served

WeStarter (Heco)

IDO — Initial Distribution Offering

April 29th 20:00–21:00 SGT

Website:  www.westarter.org

Pentalanuch auction tutorial:  http://yuque.com/docs/share/cc71c6e4-4d0d-4ef4-bcb8-0bee03bd02f3?#

Key Metrics:

  • Total Allocation for 3 pools: 90,000 USDT equivalent HT
  • Total $WAR: 360,000 $WAR
  • Token Price: 0.25u
  • Time to claim $WAR: April 30th 21:00 SGT
  • Time to listing on MDEX: Before April 30th 21:00 SGT
Whitelisted Pool 1 (Open for influencers)
  • Time to start: April 29th 20:00–20:20 SGT
  • Pool 1 Allocation: $30,000 equivalent HT
  • Quota per Whitelisted: $300
  • Total seats: 100

Influencer application form

*Please notice: Whitelisted Pool 1 just open for influencer, if you are the influencer over 50k followers on twitter, or if you owned telegram communities over 10k+ people,or over 10k follower on Youtube channel, please fill up this formto win Pool 1 whitelist.

Whitelist Pool 2 (Open for Whitelisted)

  • Time to Start: April 29th 20:00–20:20 SGT
  • Pool 2 Allocation: $30,000 USDT equivalent HT
  • Quota per Whitelisted: $100
  • Total seats: 300

Whitelist application form

*Whitelist quotas limited to 500 users which randomly determined by the system, and only 300 of them are able to snapping $WAR up eventually, first come, first served.

Public Pool (open for everyone)

  • Time to start: April 29th 20:20–21:00 SGT
  • Public Pool total allocation: 30,000 USDT
  • Pool type: Overflow
  • Pool currency: HT
  • Time to claim USDT: April 29th 21:00 SGT
  • Time to claim WAR: April 30th 21:00 SGT

*Please claim TWICE to make sure both of HT and WAR sent to the original address.

what is overflow?

In the “Overflow” method, users can subscribe as much or as little as they want to the IDO, and their final allocation will be based on the amount of funds they put in as a percentage of all funds put in by other users at the time the sale ends. Users will receive back any leftover funds when they claim their tokens after the sale.

LBP on WeStarter x MDEX (Heco)

April 29th 21:00-April 30th 21:00 SGT

LBP is a tool designed for projects to launch their tokens with liquidity generation and price discovery. It also helps to prevent front-running and speculation of normal auctions. The nature of LBP is a price decreasing auctionin which auction price gradually decreases until demand is met.

Total LBP supply: 1,400,000 WAR

Starting Price: to be announced

More info about WeStarter x MDEX.com LBP to be announced…

How and Where to Buy WeStarter (WAR)?

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT), Binance (BNB)…

SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

Next step - Transfer your cryptos to an Altcoin Exchange

Since WAR is an altcoin we need to transfer our coins to an exchange that WAR can be traded. Below is a list of exchanges that offers to trade WAR in various market pairs, head to their websites and register for an account.

Once finished you will then need to make a BTC/ETH/USDT/BNB deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase WAR from the exchange.

The top exchange for trading in WAR token is currently Gate.io, MXC.COM and LBank

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once WAR gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!

Top exchanges for token-coin trading. Follow instructions and make unlimited money

https://www.binance.com
 ☞ https://www.bittrex.com
 ☞ https://www.poloniex.com
 ☞ https://www.bitfinex.com
 ☞ https://www.huobi.com

Find more information WAR

WebsiteSource CodeSocial ChannelSocial Channel 2Message Board

🔺DISCLAIMER: The Information in the post isn’t financial advice, is intended FOR GENERAL INFORMATION PURPOSES ONLY. Trading Cryptocurrency is VERY risky. Make sure you understand these risks and that you are responsible for what you do with your money.

🔥 If you’re a beginner. I believe the article below will be useful to you

⭐ ⭐ ⭐ What You Should Know Before Investing in Cryptocurrency - For Beginner ⭐ ⭐ ⭐

Thank for visiting and reading this article! Please don’t forget to leave a like, comment and share!

#blockchain #bitcoin #war #westarter

Words Counted: A Ruby Natural Language Processor.

WordsCounted

We are all in the gutter, but some of us are looking at the stars.

-- Oscar Wilde

WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.

Are you using WordsCounted to do something interesting? Please tell me about it.

 

Demo

Visit this website for one example of what you can do with WordsCounted.

Features

  • Out of the box, get the following data from any string or readable file, or URL:
    • Token count and unique token count
    • Token densities, frequencies, and lengths
    • Char count and average chars per token
    • The longest tokens and their lengths
    • The most frequent tokens and their frequencies.
  • A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
  • Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as ["Bayrūt"] and not ["Bayr", "ū", "t"], for example.
  • Opens and reads files. Pass in a file path or a url instead of a string.

Installation

Add this line to your application's Gemfile:

gem 'words_counted'

And then execute:

$ bundle

Or install it yourself as:

$ gem install words_counted

Usage

Pass in a string or a file path, and an optional filter and/or regexp.

counter = WordsCounted.count(
  "We are all in the gutter, but some of us are looking at the stars."
)

# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")

.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.

API

WordsCounted

WordsCounted.count(input, options = {})

Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.count("Hello Beirut!")

Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.

WordsCounted.from_file(path, options = {})

Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.from_file("hello_beirut.txt")

Accepts the same options as .count.

Tokeniser

The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.

Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.

#tokenise([pattern: TOKEN_REGEXP, exclude: nil])

tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise

# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")

# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)

See Excluding tokens from the analyser and Passing in a custom regexp for more information.

Counter

The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.

#token_count

Returns the token count of a given string.

counter.token_count #=> 15

#token_frequency

Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.

counter.token_frequency

[
  ["the", 2],
  ["are", 2],
  ["we",  1],
  # ...
  ["all", 1]
]

#most_frequent_tokens

Returns a hash where each key-value pair is a token and its frequency.

counter.most_frequent_tokens

{ "are" => 2, "the" => 2 }

#token_lengths

Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.

counter.token_lengths

[
  ["looking", 7],
  ["gutter",  6],
  ["stars",   5],
  # ...
  ["in",      2]
]

#longest_tokens

Returns a hash where each key-value pair is a token and its length.

counter.longest_tokens

{ "looking" => 7 }

#token_density([ precision: 2 ])

Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.

counter.token_density

[
  ["are",     0.13],
  ["the",     0.13],
  ["but",     0.07 ],
  # ...
  ["we",      0.07 ]
]

#char_count

Returns the char count of tokens.

counter.char_count #=> 76

#average_chars_per_token([ precision: 2 ])

Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.

counter.average_chars_per_token #=> 4

#uniq_token_count

Returns the number of unique tokens.

counter.uniq_token_count #=> 13

Excluding tokens from the tokeniser

You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.

  1. A space-delimited string. The filter will normalise the string.
  2. A regular expression.
  3. A lambda.
  4. A symbol that names a predicate method. For example :odd?.
  5. An array of any combination of the above.
tokeniser =
  WordsCounted::Tokeniser.new(
    "Magnificent! That was magnificent, Trevor."
  )

# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]

# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]

# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]

# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]

# Using an array
tokeniser = WordsCounted::Tokeniser.new(
  "Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
  exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]

Passing in a custom regexp

The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.

/[\p{Alpha}\-']+/

You can pass your own criteria as a Ruby regular expression to split your string as desired.

For example, if you wanted to include numbers, you can override the regular expression:

counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]

Opening and reading files

Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.

counter = WordsCounted.from_file("url/or/path/to/file.text")

Gotchas

A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.

counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency

[
  ["do",   2],
  ["how",  1],
  ["you",  1],
  ["-you", 1], # WTF, mate!
  ["are",  1],
  # ...
]

In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.

A note on case sensitivity

The program will normalise (downcase) all incoming strings for consistency and filters.

Roadmap

Ability to open URLs

def self.from_url
  # open url and send string here after removing html
end

Contributors

See contributors.

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request

Author: abitdodgy
Source code: https://github.com/abitdodgy/words_counted
License: MIT license

#ruby  #ruby-on-rails 

Royce  Reinger

Royce Reinger

1658068560

WordsCounted: A Ruby Natural Language Processor

WordsCounted

We are all in the gutter, but some of us are looking at the stars.

-- Oscar Wilde

WordsCounted is a Ruby NLP (natural language processor). WordsCounted lets you implement powerful tokensation strategies with a very flexible tokeniser class.

Features

  • Out of the box, get the following data from any string or readable file, or URL:
    • Token count and unique token count
    • Token densities, frequencies, and lengths
    • Char count and average chars per token
    • The longest tokens and their lengths
    • The most frequent tokens and their frequencies.
  • A flexible way to exclude tokens from the tokeniser. You can pass a string, regexp, symbol, lambda, or an array of any combination of those types for powerful tokenisation strategies.
  • Pass your own regexp rules to the tokeniser if you prefer. The default regexp filters special characters but keeps hyphens and apostrophes. It also plays nicely with diacritics (UTF and unicode characters): Bayrūt is treated as ["Bayrūt"] and not ["Bayr", "ū", "t"], for example.
  • Opens and reads files. Pass in a file path or a url instead of a string.

Installation

Add this line to your application's Gemfile:

gem 'words_counted'

And then execute:

$ bundle

Or install it yourself as:

$ gem install words_counted

Usage

Pass in a string or a file path, and an optional filter and/or regexp.

counter = WordsCounted.count(
  "We are all in the gutter, but some of us are looking at the stars."
)

# Using a file
counter = WordsCounted.from_file("path/or/url/to/my/file.txt")

.count and .from_file are convenience methods that take an input, tokenise it, and return an instance of WordsCounted::Counter initialized with the tokens. The WordsCounted::Tokeniser and WordsCounted::Counter classes can be used alone, however.

API

WordsCounted

WordsCounted.count(input, options = {})

Tokenises input and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.count("Hello Beirut!")

Accepts two options: exclude and regexp. See Excluding tokens from the analyser and Passing in a custom regexp respectively.

WordsCounted.from_file(path, options = {})

Reads and tokenises a file, and initializes a WordsCounted::Counter object with the resulting tokens.

counter = WordsCounted.from_file("hello_beirut.txt")

Accepts the same options as .count.

Tokeniser

The tokeniser allows you to tokenise text in a variety of ways. You can pass in your own rules for tokenisation, and apply a powerful filter with any combination of rules as long as they can boil down into a lambda.

Out of the box the tokeniser includes only alpha chars. Hyphenated tokens and tokens with apostrophes are considered a single token.

#tokenise([pattern: TOKEN_REGEXP, exclude: nil])

tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise

# With `exclude`
tokeniser = WordsCounted::Tokeniser.new("Hello Beirut!").tokenise(exclude: "hello")

# With `pattern`
tokeniser = WordsCounted::Tokeniser.new("I <3 Beirut!").tokenise(pattern: /[a-z]/i)

See Excluding tokens from the analyser and Passing in a custom regexp for more information.

Counter

The WordsCounted::Counter class allows you to collect various statistics from an array of tokens.

#token_count

Returns the token count of a given string.

counter.token_count #=> 15

#token_frequency

Returns a sorted (unstable) two-dimensional array where each element is a token and its frequency. The array is sorted by frequency in descending order.

counter.token_frequency

[
  ["the", 2],
  ["are", 2],
  ["we",  1],
  # ...
  ["all", 1]
]

#most_frequent_tokens

Returns a hash where each key-value pair is a token and its frequency.

counter.most_frequent_tokens

{ "are" => 2, "the" => 2 }

#token_lengths

Returns a sorted (unstable) two-dimentional array where each element contains a token and its length. The array is sorted by length in descending order.

counter.token_lengths

[
  ["looking", 7],
  ["gutter",  6],
  ["stars",   5],
  # ...
  ["in",      2]
]

#longest_tokens

Returns a hash where each key-value pair is a token and its length.

counter.longest_tokens

{ "looking" => 7 }

#token_density([ precision: 2 ])

Returns a sorted (unstable) two-dimentional array where each element contains a token and its density as a float, rounded to a precision of two. The array is sorted by density in descending order. It accepts a precision argument, which must be a float.

counter.token_density

[
  ["are",     0.13],
  ["the",     0.13],
  ["but",     0.07 ],
  # ...
  ["we",      0.07 ]
]

#char_count

Returns the char count of tokens.

counter.char_count #=> 76

#average_chars_per_token([ precision: 2 ])

Returns the average char count per token rounded to two decimal places. Accepts a precision argument which defaults to two. Precision must be a float.

counter.average_chars_per_token #=> 4

#uniq_token_count

Returns the number of unique tokens.

counter.uniq_token_count #=> 13

Excluding tokens from the tokeniser

You can exclude anything you want from the input by passing the exclude option. The exclude option accepts a variety of filters and is extremely flexible.

  1. A space-delimited string. The filter will normalise the string.
  2. A regular expression.
  3. A lambda.
  4. A symbol that names a predicate method. For example :odd?.
  5. An array of any combination of the above.
tokeniser =
  WordsCounted::Tokeniser.new(
    "Magnificent! That was magnificent, Trevor."
  )

# Using a string
tokeniser.tokenise(exclude: "was magnificent")
# => ["that", "trevor"]

# Using a regular expression
tokeniser.tokenise(exclude: /trevor/)
# => ["magnificent", "that", "was", "magnificent"]

# Using a lambda
tokeniser.tokenise(exclude: ->(t) { t.length < 4 })
# => ["magnificent", "that", "magnificent", "trevor"]

# Using symbol
tokeniser = WordsCounted::Tokeniser.new("Hello! محمد")
tokeniser.tokenise(exclude: :ascii_only?)
# => ["محمد"]

# Using an array
tokeniser = WordsCounted::Tokeniser.new(
  "Hello! اسماءنا هي محمد، كارولينا، سامي، وداني"
)
tokeniser.tokenise(
  exclude: [:ascii_only?, /محمد/, ->(t) { t.length > 6}, "و"]
)
# => ["هي", "سامي", "وداني"]

Passing in a custom regexp

The default regexp accounts for letters, hyphenated tokens, and apostrophes. This means twenty-one is treated as one token. So is Mohamad's.

/[\p{Alpha}\-']+/

You can pass your own criteria as a Ruby regular expression to split your string as desired.

For example, if you wanted to include numbers, you can override the regular expression:

counter = WordsCounted.count("Numbers 1, 2, and 3", pattern: /[\p{Alnum}\-']+/)
counter.tokens
#=> ["numbers", "1", "2", "and", "3"]

Opening and reading files

Use the from_file method to open files. from_file accepts the same options as .count. The file path can be a URL.

counter = WordsCounted.from_file("url/or/path/to/file.text")

Gotchas

A hyphen used in leu of an em or en dash will form part of the token. This affects the tokeniser algorithm.

counter = WordsCounted.count("How do you do?-you are well, I see.")
counter.token_frequency

[
  ["do",   2],
  ["how",  1],
  ["you",  1],
  ["-you", 1], # WTF, mate!
  ["are",  1],
  # ...
]

In this example -you and you are separate tokens. Also, the tokeniser does not include numbers by default. Remember that you can pass your own regular expression if the default behaviour does not fit your needs.

A note on case sensitivity

The program will normalise (downcase) all incoming strings for consistency and filters.

Roadmap

Ability to open URLs

def self.from_url
  # open url and send string here after removing html
end

Are you using WordsCounted to do something interesting? Please tell me about it.

Gem Version 

RubyDoc documentation.

Demo

Visit this website for one example of what you can do with WordsCounted.


Contributors

See contributors.

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create new Pull Request

Author: Abitdodgy
Source Code: https://github.com/abitdodgy/words_counted 
License: MIT license

#ruby #nlp 

aaron silva

aaron silva

1622197808

SafeMoon Clone | Create A DeFi Token Like SafeMoon | DeFi token like SafeMoon

SafeMoon is a decentralized finance (DeFi) token. This token consists of RFI tokenomics and auto-liquidity generating protocol. A DeFi token like SafeMoon has reached the mainstream standards under the Binance Smart Chain. Its success and popularity have been immense, thus, making the majority of the business firms adopt this style of cryptocurrency as an alternative.

A DeFi token like SafeMoon is almost similar to the other crypto-token, but the only difference being that it charges a 10% transaction fee from the users who sell their tokens, in which 5% of the fee is distributed to the remaining SafeMoon owners. This feature rewards the owners for holding onto their tokens.

Read More @ https://bit.ly/3oFbJoJ

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What is NFT Wars (WAR) | What is NFT Wars token | What is WAR token | NFT Wars (WAR) ICO

What is NFT WARS?

NFT Wars is a revolutionary new Blockchain game and collectibles system utilizing ETH and soon Polygon projects to provide a smooth, as well as fast gameplay. It will also become affordable once Matic is added. Not only will users be able to collect cards to use as avatars in-game, they will also be able to collect rare, shiny cards, and wager them in battle.

Play a Rock, Paper, Scissors style game with your card as your avatar; using WAR credits (achieved by staking WAR tokens). Instead of Rock, Paper, Scissors the moves are called: Bunker, Infantry, and Artillery. One will even have the ability to bet on the outcome of the game.

If you stake tokens, you will also get awarded a new card each week. Depending on how many tokens you stake, you may be able to choose a super rare card to use as your avatar in-game, to show off to your friends, and in the future even wager the card itself against someone for another card, IF you’re feeling confi

have the first series of cards released soon by our incredible team of artists, who hand draw them, and we will have plenty more cards to come in the future! The first series of cards is crime boss; gangster themed, and next series will be of a different theme.

The private sale lasts for 14 days and has 175,000 tokens up for grabs. At the cost of 1000 tokens per 1 ETH. The first 10 people who invest 3 ETH or more get a special NFT card, only 12 will ever be made.

NFT Wars is a revolutionary new Blockchain game and collectables system utilizing both the Ethereum and (soon) Polygon projects to provide a smooth, as well as fast gameplay. It will also become affordable once Matic is added. Not only will users be able to collect cards to use as avatars in-game, they will also be able to collect rare, shiny cards, and wager them in battle.

After a successful private sale, We are thrilled to announce our presale will commence 5th of March, 2021, Opening Time:

@ 12:19 PM (UTC-08:00). You will be able to purchase $WAR starting from the time stipulated above.

Presale Details:

1.3 ETH — 1000 WAR

Maximum personal cap : 9 ETH

Soft Cap: 159 ETH

Hard Cap: 402.5 ETH

Safu Investment LINK :  https://www.safu.investments/sale/19

Presale period: 14 Days

Contract Address:  https://etherscan.io/token/0x4d75D9e37667a2d4677Ec3d74bDD9049326Ad8d6

**ETH Address: ** 0xDF87DfC956B52e0283101a246536ec62ce34EBb1

GENERAL INFO

Symbol: WAR

Start Date: 5 March 2021

End Date: 19 March 2021

Platform: Ethereum

PreICO Price: 1 WAR = 2 USD

Learn about Cryptocurrency in this article ☞ What You Should Know Before Investing in Cryptocurrency - For Beginner

Would you like to earn many tokens and cryptocurrencies right now! ☞ CLICK HERE

How and Where to Buy NFT Wars (WAR)?

WAR has been listed on a number of crypto exchanges, unlike other main cryptocurrencies, it cannot be directly purchased with fiats money. However, You can still easily buy this coin by first buying Bitcoin, ETH, USDT from any large exchanges and then transfer to the exchange that offers to trade this coin, in this guide article we will walk you through in detail the steps to buy WAR

You will have to first buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT)…

We will use Binance Exchange here as it is one of the largest crypto exchanges that accept fiat deposits.

Binance is a popular cryptocurrency exchange which was started in China but then moved their headquarters to the crypto-friendly Island of Malta in the EU. Binance is popular for its crypto to crypto exchange services. Binance exploded onto the scene in the mania of 2017 and has since gone on to become the top crypto exchange in the world.

Once you finished the KYC process. You will be asked to add a payment method. Here you can either choose to provide a credit/debit card or use a bank transfer, and buy one of the major cryptocurrencies, usually either Bitcoin (BTC), Ethereum (ETH), Tether (USDT)

SIGN UP ON BINANCE

Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)

Next step - Transfer your cryptos to an Altcoin Exchange

Since WAR is an altcoin we need to transfer our coins to an exchange that WAR can be traded. Below is a list of exchanges that offers to trade WAR in various market pairs, head to their websites and register for an account.

Once finished you will then need to make a BTC/ETH/USDT deposit to the exchange from Binance depending on the available market pairs. After the deposit is confirmed you may then purchase WAR from the exchange.

Buy ICO : https://www.safu.investments/sale/19

Apart from the exchange(s) above, there are a few popular crypto exchanges where they have decent daily trading volumes and a huge user base. This will ensure you will be able to sell your coins at any time and the fees will usually be lower. It is suggested that you also register on these exchanges since once WAR gets listed there it will attract a large amount of trading volumes from the users there, that means you will be having some great trading opportunities!

Top exchanges for token-coin trading. Follow instructions and make unlimited money

https://www.binance.com
https://www.bittrex.com
https://www.poloniex.com
https://www.bitfinex.com
https://www.huobi.com
https://www.mxc.ai
https://www.probit.com
https://www.gate.io
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Find more information WAR

WebsiteSocial ChannelSocial Channel 2Social Channel 3

Thank for visiting and reading this article! I’m highly appreciate your actions! Please share if you liked it!

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