1631498210
What is Gain Protocol (GAIN) | What is GAIN token
In this article, we'll discuss information about the Gain Protocol project and GAIN token.
Cryptocurrencies are democratizing the world of finance. More than ever, peer-to-peer, trading, smart contracts and more are out of the hands of major financial institutions and into the hands of the average person. This transformational landscape is one that requires innovative tools and methodologies. Gain Protocol is here to maximize benefits with comprehensive strategies that actually work for the end user. Read on to learn more about what this offering is, our seven protocols, basic fee structure and plans for distribution.
The New BEP-20 Token: Static Rewards and Winning Potential
Gain Protocol has launched a new BEP-20 token that offers static rewards with a chance of winning massive amounts of coins each day via Sweepstakes. Our protocols also give back by supporting charity organizations. Additionally, the coin is “whale safe”, helping prevent user risk wherein whales (the largest holders) cash out fast and crash the price of the token. This is a safer, easier way to get involved in trading. Minimize risk and enjoy the return when you buy GAIN tokens. This system is subject to five protocols which protect users, ensure a streamlined experience and maximize value.
Fees: Buyer and Seller Fees
All trading is subject to fees. Ours are transparent and will be structured as follows: There is a 3.5% fee on each transaction including when transferring coins to another wallet (excluding “connected account”). The fee is divided as follows:
3.5% Buyer Fees
1.90% is moved to LP (Liquidity pool), on both sides – this adds stability to the coin both in terms of price and liquidity. If there is no need for liquidity, this percentage is moved to the Sweepstakes instead.
0.10% is distributed to a primary team wallet. The goal? To incentivize the core team to work hard and focus on improving and expanding Gain Protocol 24 hours a day, 7 days a week.
1.50% - is moved to a Sweepstakes wallet, which will be re-distributed every Monday.
3.5% Seller Fees
3% is redistributed to all holders. By doing this, the amount of tokens in each holder wallet increases automatically on every transaction done by anyone on the network. The redistribution is based on the percentage of holdings.
0.25% is redistributed to our “hodlers”, holders that held their tokens without selling any of their holding. As an added benefit, if you’re here for the long term, you will enjoy extra distribution. By doing this, the amount of tokens in each holder's wallet that weren’t sold from the time of first purchase increases automatically on every transaction done by anyone on the network. The redistribution is based on the percentage of holdings. The more you hold, the more you gain
0.25% is moved to a charity wallet. Every week, the community will vote on which charity will receive the funds.
Transfer Fee:
If you transfer your holdings from one wallet to another, there will be a 3.5% fee on the sender side and a 3.5% fee on the receiver side. Simply put, in order to send “X”, the sender should send “X + 3.5%” and the receiver will receive “X -3.5%”. We offer a connect feature online that allows holders to connect a secondary wallet address to their original wallet, which can bypass these fees. Each wallet address can only connect to one additional wallet. When transferring tokens to another account, the received balance on the receiver account will be excluded from benefiting from the additional 0.25% distribution. However, both accounts will continue to receive the added benefit for all other tokens besides the total amount that was transferred. So, any amount transferred from one account to its “connect” account will be excluded from added benefit.
7 Protocols
The seven protocols provide gains through static rewards, crypto trading best practices and feature seven different Sweepstakes type variations.
Protocol 1: Whale Protection
With great power comes great responsibility and we understand that. Unfortunately, large holders(commonly referred to as “whales”) don’t always trade responsibly and abuse their power. To prevent that, we introduce our whale protection protocol.
Whale protection is handled in the following way:
To prevent price drops as a result of whales trading irresponsibly by selling a large amount of coins at once, we have implemented a fee that only applies to gainers that act irresponsibly and sell a very large amount of coins at once during each day.
The collected fees will be added to the static rewards pool and be redistributed to all holders. This means that the static rewards pool from this type of transaction will gain the original 3% of each transaction plus the added “X” % fee added to any large sales transactions.
The fee applies to any sales that are totaling more than 2% of the coins stored in liquidity at the time of the sale during a day.
Holders can sell up to the standard limit of 2% of the available liquidity pool amount every day without paying the additional fee. Sales that are larger than 2% of the available liquidity amount will be charged the additional fee. The additional fee is rated at the square of any excess percentage over the standard selling limit.
E.g. if the liquidity pool currently has 100 coins, holders can sell up to 2 coins without paying the additional fee. If a holder sells 6 coins within a day, an additional fee of 16% will be charged. (6-2)2. The additional fee has a maximum cap of 25%.
The standard limit of the percentage of liquidity that can be sold without an additional fee and may decrease with the growth in the size of liquidity.
This also helps prevent early reductions in price post ICO while benefiting all holders with larger static rewards distributions from this type of transaction.
Protocol 2: Static Reward
3% from the seller fee is redistributed to all holders. This means that the amount of tokens in each holder’s wallet increases automatically with every sale transaction done by anyone on the network. The redistribution amount is distributed to holders based on the percentage of holdings carried by holders. In some instances, as you will learn in the whale protection section below, the redistribution percentage will be much larger than the original 3%, depending on the amount of gains being sold by an individual holder during a day. This will benefit holders tremendously. Additionally, Gain Protocol has solved a major issue seen in similar projects where the project burn address takes the majority of the redistribution because it is calculated based on the percentage of holding. Here is an example: If a burn address holds 40% of the total circulating supply, then it will get 40% from the overall static distribution. This leaves holders only benefiting from the remaining 60%. We have solved this major issue by eliminating the burn address right from the start, as our research has clearly indicated that it doesn’t really provide any sort of benefit to the holders.
0.25% from the seller fee is redistributed to our “hodlers”, holders that held their tokens without selling any of their holding. As an added benefit, if you’re here for the long term, you will enjoy extra distribution. By doing this, the amount of tokens in each holder's wallet that weren’t sold from the time of first purchase increases automatically on every transaction done by anyone on the network. The redistribution is based on the percentage of holdings. The more you hold, the more you gain.
Protocol 3: Dynamic Liquidity
Liquidity is an important and a valuable part of trading. In regular markets, “middle men” facilitate transactions between buyers and sellers. Market prices determine the average rate for transactions and, in order to buy, you must have someone who is willing to sell at the price and in the quantity you want. That’s where liquidity pools come in, as used by automatic market makers, or AMM (such as PancakeSwap).
Here is an illustration of how it works: In AMM (think of your neighborhood coin exchange) the AMM has two “pools”, each for one coin: let’s say one pool of GAINs and one pool for BNBs. For illustrative purposes, imagine there are 1,000 GAINs and 1,000 BNBs. This means that 1 GAIN is equal to 1 BNB. If you would like to buy 1 GAIN, you would just trade a BNB, and receive the GAIN (for precision, you would pay 1.001001001001 BNBs). No third party would be involved. In a similar way, anyone can buy from the AMM and sell to the AMM, at any time, without waiting for a third party.
These pools (or BNB and GAINs) are similar conceptually to our “liquidity pools” (or LP).
But the main problem with LP is the lack of liquidity, mainly in the early days of a coin. To overcome that, 2% of each purchase transaction is transferred back to the liquidity in order to maintain liquidity and to allow other users to buy and sell coins.
There is a tradeoff: when we move tokens back to the LP, this temporarily reduces the token price. In Gain Protocol, we have developed a dynamic solution that will cap the amount of tokens moved to the LP at a certain amount (in contrast to other tokens that have no liquidity cap). When we reach that amount, the 2% fee is transferred to the Sweepstakes pool instead, which increases all Sweepstakes prizes significantly, resulting in an overall value of 3.5% of the total buying transaction volume. When the LP has more than the needed value of tokens, we remove BNB tokens from the LP and convert them to GAINs. By buying GAINs using the BNB, we increase the price value of GAIN. Most importantly, the total amount of the available gains from these types of instances is redistributed back to all holders as an added reward.
Additionally, in older contracts, this was done in an inaccurate way: in every pool of liquidity, there were BNBs leftover due to price movement of the token. This caused BNBs to be added to the contract wallet and stay there indefinitely, causing a disposal of unnecessary funds for all holders.
This does not happen in GP, as we have implemented a system that solves that. In Gain Protocol, our LP started out with X GAINs, and Y BNB, which determined the initial price at Z.
Gain protocol has 2 separate liquidity pool systems:
Static liquidity pool system that always charges 2% of each buying transaction without a maximum cap and moves coins into the liquidity pool. This static liquidity pool system will only be activated at the beginning of the project until the liquidity pool has reached a stabilized point.
Dynamic liquidity pool system that will be activated to replace the static liquidity pool system once we have stabilized liquidity. Dynamic system will work as we have mentioned above where it will only increase the liquidity when needed using the 2% fee accrue with every buying transaction, when there is no need to increase the liquidity pool the 2% fee will be moved to the Sweepstakes pool instead as explained above. Additionally, when liquidity increases due to pricing movement of the token and has a larger value than the liquidity amount needed, our dynamic system will remove any extra liquidity and use BNBs to buy GAINs which will be redistributed back to all holders.
As an added bonus, buying gains using the BNBs taken from liquidity, increases the value of GAINs, which adds another layer of price protection.
Protocol 4: Sweepstakes(7 Sweepstakes Draw)
7 Sweepstakes protocols are held every week using the 1.5%-3.4% fee. The collected fee will be redistributed to certain random members. The Sweepstakes are done automatically by the contract to prevent fraud and we encourage every member to help us verify it (and to be rewarded for that). This will be an ongoing improvement process to create better random sweepstakes protocols. The sweepstakes draft will take place every Monday at 16:00 UTC.
Here are the 7 automated Sweepstakes draw:
LOYALISTS
20% will be given to a random loyal holder. Every holder has a number of entries according to the length of time of holding from the date of the original purchase (1 entrie = 1 holding day). This means that the longer you hold your coins, the more chances you have. When a holder sells a percentage of their holdings, the number of entries are reduced by the percentage of holdings sold.
BELIEVERS
20% will be given to a random holder who has locked their GAIN tokens. Each locked token equals one entry. The more GAIN you have locked into the platform, the bigger the chances of being a winner.
HODLERS
10% will be given to a random holder. Participation is limited to the top 90% of the holders, in an effort to avoid “fake” accounts.
DIVERS
20% is given to a random holder. In this case, each holder has a certain number of entries (1 coin = 1 entry), limited to a maximum number of entries (the maximum is the holding size of the 50% holder). This means that the more coins you have, the better chance you have to win. The limitations are imposed on extremely large holders to prevent them from having a greater chance of winning.
CONTRIBUTORS
10% is given back to contributing members of our community. These members help us make sure the Sweepstakes is random, by submitting random numbers. Anyone can help as well, by playing a game which helps keep Gain Protocol fair. Want to join? More details will come soon.
NEWCOMERS
20% is given to a new holder (holders that have made their original purchase within the past 30 days). Only holders from the top 90% of holders will participate in this Sweepstake draft.
AFFILIATES
0.50% of each referral purchase will be sent to the exclusive affiliates sweepstake and will be given to a random affiliate partner. Each GAIN token purchased using an affiliate link equals one sweepstake entry. The more referral purchase volume an affiliate partner generates the bigger the chances of being a winner. This gives affiliates even more of a chance to earn big! Prize is paid in BNB.
Protocol 5: Charity
Gain Protocol is about benefiting the community in every way possible. Giving back and supporting others is part of our core values. 0.25% of seller fees are earmarked for charity, and the community gets to decide weekly recipients of these funds.
The 0.25% of each seller transaction will be collected on a daily basis and moved to a company's own address to be stored there.
Charity collection has a daily cap limit of collecting up to $10,000 worth of GAIN coins, once we reach this daily limit, 0.25% will be redistributed back to the holder.
This means that we have capped the charity pool to collect up to $10,000 a day, which will potentially collect up to $70,000 a week. As mentioned above, every week the total amount of charity collected will be donated to a charity organization.
We will share a few options on a weekly basis and let our community decide who will be the charity organizations to receive the total collected weekly charity GAINs.
Protocol 6: Dedication
Our dedicated team deserves to enjoy some of the fun as well. The dedication protocol ensures just that. We give 0.10% from every buying transaction to the internal team at Gain Protocol. Note that this does not extend to selling transactions.
The developers behind the magic of this platform work hard, and we believe they deserve to be rewarded. In all, the protocol supports growth and thereby serves to enhance the experience for all holders!
Protocol 7: Toro Rounds
At fair launch, 140,000,000,000 (140 billion) tokens were reserved for future token public sales, which is our toro protocol. Toro protocol is an exclusive feature.
Essentially, by reserving tokens, we have the ability to launch a few rounds of future token sales where the community will be able to buy a limited amount of tokens from the reserve without paying any fees. This future launch is a game changer. The money earned will be used by the toro smart contract to buy GAINs tokens, which will increase the price of the token significantly. Additionally, all of the purchased GAIN tokens from the earning of each toro round will be distributed to all holders. This will be a win-win and have a major positive price impact of the token, which is scientifically proven to work perfectly. We named this protocol toro (bull), which indicates a bull run with each round of the toro rounds.
The toro rounds are 7 different rounds of future token sales events, where a portion of the reserved tokens will be automatically sold once a new milestone is achieved.
The 7 milestones are set by achieving new market caps goals as follows:
Round A:$3,000,000 (3 million) Market Cap.
Round B:$10,000,000 (10 million) Market Cap.
Round C:$100,000,000 (100 million) Market Cap.
Round D:$1,000,000,000 (1 billion) Market Cap.
Round E:$10,000,000,000 (10 billion) Market Cap.
Round F:$100,000,000,000 (100 billion) Market Cap.
Round G:$1,000,000,000,000 (1 trillion ) Market Cap.
Once we achieve any of the above market caps, the future sale will launch automatically and the price of the token will be a little under its price valuation at the point of achieving the new market cap. Users will be able to buy tokens without having to pay any of the fees and price impact accruing with each purchase. In order to make it fair for everyone, each user will be limited to purchasing up to 1 BNB per round.
Toro rounds will automatically launch on gainprotocol.com at the time of reaching any of the above goals and will be available for purchase while supply lasts. Each toro round will list a limited amount of tokens for sale, on the basis of first come first serve. At the end of each round, the funds earned from the sale of the token will be used by our smart contract to purchase GAINs, which will instantly increase the price of GAINs significantly. Once the buying process is completed, all of the available GAINs will be moved to the static distribution pool and will be redistributed to all holders, using the same system as the static rewards distribution.
Please note: In order to protect the community, we have applied certain restrictions to anyone that buys a token using any of the above toro rounds. All token purchases will be subject to selling limitations for the first 7 days. Throughout the first 7 days, holders will only be able to sell a portion of their tokens every hour on each day, calculated as the total amount of tokens purchased at any toro round sales event divided to 7 days, then dividing to 24 hours. This equals the amount of tokens available for sale every hour on each day {X / (7 * 24)}. These limitations will only apply to any tokens purchased at any of the toro rounds and the same limitations applied to the original presale as well. This system is in place in order to prevent a drop in price post any of the public token sales events.
Distribution
On launch (fair launch done via gainprotocol.com), 1,000,000,000,000 (1 trillion) tokens were created and were ready at fair launch.
Fair launch is a process where everyone has a fair chance to buy the tokens on launch.
Even our internal dev team has no special treatment and buys like everyone else. 573,500,000,000 (573.5 billion) out of the 1,000,000,000,000 (1 trillion) total supply were sold, 286,500,000,000 (286.5 billion) went to liquidity and 140,000,000,000 (140 billion) is reserved for future token release using our toro Protocol feature. Liquidity and reserved tokens are locked forever and are controlled strictly by the toro rounds smart contracts.
How and Where to Buy GAIN token?
GAIN token is now live on the Binance mainnet. The token address for GAIN is 0xa24e87efb0a6599c18f3710db47f724acef5254b. Be cautious not to purchase any other token with a smart contract different from this one (as this can be easily faked). We strongly advise to be vigilant and stay safe throughout the launch. Don’t let the excitement get the best of you.
Just be sure you have enough BNB in your wallet to cover the transaction fees.
Join To Get BNB (Binance Coin)! ☞ CLICK HERE
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.
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)…
Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)
Next step
You need a wallet address to Connect to Pancakeswap Decentralized Exchange, we use Metamask wallet
If you don’t have a Metamask wallet, read this article and follow the steps
☞What is Metamask wallet | How to Create a wallet and Use
Transfer $BNB to your new Metamask wallet from your existing wallet
Next step
Connect Metamask Wallet to Pancakeswap Decentralized Exchange and Buy, Swap GAIN token
Contract: 0xa24e87efb0a6599c18f3710db47f724acef5254b
Read more:
What is Pancakeswap | Beginner’s Guide on How to Use Pancakeswap
The top exchange for trading in GAIN token is currently: PancakeSwap (V2)
Find more information GAIN token
☞ Website ☞ Explorer ☞ Social Channel ☞ Social Channel 2 ☞ Social Channel 3 ☞ Coinmarketcap
🔺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
⭐ ⭐ ⭐The project is of interest to the community. Join to Get free ‘GEEK coin’ (GEEKCASH coin)!
☞ **-----https://geekcash.org-----**⭐ ⭐ ⭐
I hope this post will help you. Don't forget to leave a like, comment and sharing it with others. Thank you!
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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.
- A space-delimited string. The filter will normalise the string.
- A regular expression.
- A lambda.
- A symbol that names a predicate method. For example
:odd?. - 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.
Demo
Visit this website for one example of what you can do with WordsCounted.
Contributors
See contributors.
Contributing
- Fork it
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create new Pull Request
Author: Abitdodgy
Source Code: https://github.com/abitdodgy/words_counted
License: MIT license
1659601560
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.
- A space-delimited string. The filter will normalise the string.
- A regular expression.
- A lambda.
- A symbol that names a predicate method. For example
:odd?. - 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
- Fork it
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create new Pull Request
Author: abitdodgy
Source code: https://github.com/abitdodgy/words_counted
License: MIT license
#ruby #ruby-on-rails
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
#create a defi token like safemoon #defi token like safemoon #safemoon token #safemoon token clone #defi token
1617776540
What is Gains Associates (GAINS) | What is Gains Associates token | What is GAINS token
In this article, we’ll discuss information about the Gains Associates project and GAINS token
GAINS stands for Group Action Is Never Small, embodying the collaboration spirit which is the essence of blockchain and decentralization. Everyone gets the opportunity to invest while projects get long term support from a strong community.
GAINS is one of the biggest and most respected crypto communities, created over 2 years ago. We have raised several millions of dollars for many ICOs and we organize fun events with companies so that you can learn more about crypto and blockchain. During these events, participants can compete for prizes sometimes worth over $1,000 by asking questions or showcasing their knowledge! Our members get the chance to invest in the latest and best crypto projects with terms they wouldn’t be able to get as individuals. Our platform allows you to easily keep track of all your investments.
Our Vision
In the history of how we exchange value, we have only had 3 major changes: barter, money and finally digital cash. We see crypto as a revolution of the same magnitude. It appears as the best bet to become the foundation for a new financial paradigm that promotes fairness and trust.
Blockchain and crypto will bring more transparency, traceability, security, and offer seamless, free and instant transactions. However, it can be hard to navigate this new ecosystem alone. Thus, finding help and guidance in a great community is crucial.
We want people to find a reliable and exciting place where they can actively learn, have fun and benefit from the best opportunities. This is why we created GAINS and this is what we are fighting for everyday.
Our Values
Skin In The Game
We invest in all the deals we offer. We perform extensive research by studying materials and gathering inputs from our community and network of very well connected people. We directly talk to the executive team of the project and figure out what they are made of.
Long Term Vision
Most people dream of getting rich fast. Contrarily, we are patient and have a long-term vision. We constantly improve by learning while staying independent and open-minded.
“Successful investing is getting others to agree with you… later.” - James Grant
Collaboration
Connecting with people is at the heart of human nature and is necessary for one’s well being. We share knowledge, discuss ideas and challenge opinions to grow together.
Nothing of significance was ever achieved by an individual acting alone.
How does the pool process work on the platform?
When a new project is available, you will find it in the pool section under “Upcoming Pools” with a full description of the project and the deal we have in order for you to decide whether you want to invest. You will have the option to pledge for the project, allowing us to gauge the interest. If we run a pool afterwards, you will see it in the “Ongoing” section with the starting date and a contribution link once it’s live, letting you contribute in just a few clicks.
How do I add my wallet addresses?
Under the “My Wallet” section you will be able to add, delete and visualize your ETH addresses. To be able to safely link the address to your account and be sure that the address belongs to you, we will ask you to sign a message with your address. The process is fast, simple and explained in the relevant section. More details can also be found here. Having registered addresses will allow you to pledge, contribute and then track all your investments.
How and when do I get my tokens?
Once the tokens are available you will receive them directly to your contributing address. If anything else is required from the contributor in some particular cases, you will receive an email explaining the process. The tokens will be distributed once we get them from the project or the token owner which usually happens directly after the official distribution date.
How and Where to Buy Gains Associates (GAINS)?
GAINS is now live on the Ethereum mainnet. The token address for GAINS is 0xd9b312d77bc7bed9b9cecb56636300bed4fe5ce9. Be cautious not to purchase any other token with a smart contract different from this one (as this can be easily faked). We strongly advise to be vigilant and stay safe throughout the launch. Don’t let the excitement get the best of you.
Just be sure you have enough ETH in your wallet to cover the transaction fees.
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.
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)…
Step by Step Guide : What is Binance | How to Create an account on Binance (Updated 2021)
Next step
You need a wallet address to Connect to Uniswap Decentralized Exchange, we use Metamask wallet
If you don’t have a Metamask wallet, read this article and follow the steps
☞What is Metamask wallet | How to Create a wallet and Use
Next step
Connect Metamask wallet to Uniswap Decentralized Exchange and Buy GAINS token
Contract: 0xd9b312d77bc7bed9b9cecb56636300bed4fe5ce9
Read more: What is Uniswap | Beginner’s Guide on How to Use Uniswap
The top exchange for trading in GAINS token is currently Uniswap (V2), 0x Protocol, 1inch Exchange and Bilaxy
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 GAINS 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
☞ https://www.coinbase.com
Find more information GAINS
☞ Website ☞ Explorer ☞ Explorer 2 ☞ Social Channel ☞ Social Channel 2 ☞ Social Channel 3 ☞ Message Board ☞ Coinmarketcap
🔺DISCLAIMER: The Information in the post is my OPINION and not 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 ⭐ ⭐ ⭐
I hope this post will help you. Don’t forget to leave a like, comment and sharing it with others. Thank you!
#blockchain #bitcoin #gains #gains associates
1621844791
SafeMoon Clone | SafeMoon Token Clone | SafeMoon Token Clone Development
The SafeMoon Token Clone Development is the new trendsetter in the digital world that brought significant changes to benefit the growth of investors’ business in a short period. The SafeMoon token clone is the most widely discussed topic among global users for its value soaring high in the marketplace. The SafeMoon token development is a combination of RFI tokenomics and the auto-liquidity generating process. The SafeMoon token is a replica of decentralized finance (DeFi) tokens that are highly scalable and implemented with tamper-proof security.
The SafeMoon tokens execute efficient functionalities like RFI Static Rewards, Automated Liquidity Provisions, and Automatic Token Burns. The SafeMoon token is considered the most advanced stable coin in the crypto market. It gained global audience attention for managing the stability of asset value without any fluctuations in the marketplace. The SafeMoon token clone is completely decentralized that eliminates the need for intermediaries and benefits the users with less transaction fee and wait time to overtake the traditional banking process.
Reasons to invest in SafeMoon Token Clone :
- The SafeMoon token clone benefits the investors with Automated Liquidity Pool as a unique feature since it adds more revenue for their business growth in less time. The traders can experience instant trade round the clock for reaping profits with less investment towards the SafeMoon token.
- It is integrated with high-end security protocols like two-factor authentication and signature process to prevent various hacks and vulnerable activities. The Smart Contract system in SafeMoon token development manages the overall operation of transactions without any delay,
- The users can obtain a reward amount based on the volume of SafeMoon tokens traded in the marketplace. The efficient trading mechanism allows the users to trade the SafeMoon tokens at the best price for farming. The user can earn higher rewards based on the staking volume of tokens by users in the trade market.
- It allows the token holders to gain complete ownership over their SafeMoon tokens after purchasing from DeFi exchanges. The SafeMoon community governs the token distribution, price fluctuations, staking, and every other token activity. The community boosts the value of SafeMoon tokens.
- The Automated Burning tokens result in the community no longer having control over the SafeMoon tokens. Instead, the community can control the burn of the tokens efficiently for promoting its value in the marketplace. The transaction of SafeMoon tokens on the blockchain platform is fast, safe, and secure.
The SafeMoon Token Clone Development is a promising future for upcoming investors and startups to increase their business revenue in less time. The SafeMoon token clone has great demand in the real world among millions of users for its value in the market. Investors can contact leading Infinite Block Tech to gain proper assistance in developing a world-class SafeMoon token clone that increases the business growth in less time.
#safemoon token #safemoon token clone #safemoon token clone development #defi token