Q4 2020: The Raven Distribution Framework Saw Major Strengthening of the RavOP Library

Raven Protocol
RavenProtocol
Published in
6 min readJan 11, 2021

Dear Raven Protocol Community,

Following up a strong Q3 2020, we stayed heads down and focused building in Q4 2020.

Top Raven Protocol Announcements

  • 🏆 Raven Protocol won the Mozilla Builder Award at the Fix-the-Internet Showcase and received grant funding
  • 🦾 Strengthening the RavOP library
  • 🔥 Liquidity Pools created for RAVEN/SPARTA and RAVEN/RUNE pair
  • 🥩 Staking ran 3-months flawlessly (18% APR / 1.5% unlocked monthly)

🏆 Raven Protocol won the Mozilla Builder Award at the Fix-the-Internet Showcase 🏆

Raven won the Mozilla Builder Award at the Fix-the-Internet showcase. Additionally, we received grant funding from Mozilla Builders.

It is recognition by the top open source organization in the world that the Raven Distribution Framework is a critical infrastructure project for the decentralized world. We demonstrated best traction and commitment to fix the internet with Mozilla Builders.

🦾 Strengthening the RavOP library 🦾

As mentioned, RavOP is our library to perform arithmetic calculations, create computation graphs and train machine learning algorithms. Now we are supporting 44 ops in the RavOP Library 🎉

The following is the Raven Distribution Framework UI. It contains the lists of queued ops, clients, graphs and ops. The purpose of this UI is to monitor the progress of ops and graphs.

🤖 Algorithms in Development 🤖

Parallel to the strengthening of the RavOP Library, we have been working on improving the following algorithms for the Raven Distribution Framework

  1. KNN
  2. SVM
  3. DecisionTree
  4. RandomForest
  5. LinearRegression
  6. LogisticRegression

XGBoost hasn’t been implemented yet, because we have been working on DecisionTree and RandomForest and the complications took more time than we expected. But we are almost there.

🔥 Decentralized Exchanges and Liquidity Pools 🔥

With the migration to Binance Smart Chain, our tool stack has expanded. The RAVEN/SPARTA liquidity pool was created where Liquidity Providers receive incentivized rewards for supporting the deep liquidity for the Raven Community on the BEP-20 token.

Raven Holders are taking home 6% of all emissions coming out of the yield pool by contributing liquidity to the RAVEN/SPARTA LP.

Raven holders have started taking advantage of all the activity on Sparta along with Binance Dex and the RAVEN / RUNE Liquidity Pool on Thorchain.

The RAVEN/RUNE LP also has incentivized rewards for supporting the liquidity on the Binance Chain BEP-2 token. This dual cross-chain structure with Binance Chain (BEP2) and Binance Smart Chain (BEP20) is fast and provides all the benefits of being part of the Binance ecosystem.

Thank you very much to Spartan Protocol, Thorchain, and Binance teams on the support and collaboration to push forward faster transactions and deeper liquidity. As a project that focuses solely on the speed of AI/ML compute, we know how important quick transactions are and we are excited to push the boundaries of AI + Blockchain together. #DeAI FTW!

https://pools.spartanprotocol.org/pool/swap?pool=0xcD7C5025753a49f1881B31C48caA7C517Bb46308
https://chaosnet.bepswap.com/pool/RAVEN-F66
https://www.binance.org/en/trade/RAVEN-F66_BNB

🥩 Staking ran 3-months flawlessly 🥩

Many stakers provided their compute nodes to Raven Protocol network. Logistic Regression and Linear Regression models were trained utilizing the compute power that stakers provided when leaving a browser tab open. It was exciting to see the Raven Distribution Framework live out in the wild and working.

October 2020

Total Stakers: 114
Total Staked: 1,153,143,255 RAVEN
Total Rewarded: 17,297,149 RAVEN
Circulating Supply: ~3B RAVEN

November 2020

Total Stakers: 137
Total Staked: 1,155,053,023 RAVEN
Total Rewarded: 17,325,803 RAVEN
Circulating Supply: ~3B RAVEN

December 2020

Total Stakers: 144
Total Staked: 1,169,579,207 RAVEN
Total Rewarded: 17,543,698 RAVEN
Circulating Supply: ~3B RAVEN

👨‍🚀 Q1 2021 Development Roadmap

  1. Private V1.0 launch of the Raven Platform
  2. Public launch of the reward system for our users who wants to contribute nodes and compute power. Thank you to stakers who are participating in the Proof of Steak program. Your early testing has been invaluable!
  3. Continued research & development moving Deep Learning. E.g. ANNs, CNNs, and Transformers.
  4. In Machine Learning, implementations of the following will be available:
    - Linear Regression
    - Logistic Regression
    - Decision Tree (Classifier and regressor both)
    - Random Forest (Classifier and regressor both)
    - SVM (Classifier and regressor both)
    - KNN (Classifier and regressor both)
  5. We will start working on the integration of our RavJS library with partner websites and softwares as well. If you run a high traffic website and would be interested in an integration, please reach out for potential Pilot opportunities. With Partner Websites, their users/customers will contribute the compute power.

💌LOVE from the Raven Community💌

Raven Protocol: Q2 2019 Tech and Community Update:
https://medium.com/ravenprotocol/q2-2019-tech-and-community-update-4f836a9a1e97

Raven Protocol: Q3 2019 Tech project development Update:
https://medium.com/ravenprotocol/tldr-raven-stayed-heads-down-building-in-q3-2019-ae5f242dc15d

Raven Protocol: Q4 2019 Tech project development Update:
https://medium.com/ravenprotocol/happy-2020-an-important-update-from-the-raven-team-67b5e88e1b1d

Raven Protocol: Q1 2020 Tech project development Update:
https://medium.com/ravenprotocol/q1-2020-success-during-hard-times-3dcdbb0faba8

Raven Protocol: Q2 2020 Development and Community Update:
https://medium.com/ravenprotocol/q2-2020-the-raven-distribution-framework-solves-the-deep-learning-problem-that-mit-researchers-bc506816ab67

Raven Protocol: Q3 2020 Development and Community Update:
https://medium.com/ravenprotocol/q3-2020-algos-staking-and-burning-51cc57cb7ba

Raven Protocol Project Review:
https://cryptocalibur.com/portfolio-item/raven-protocol-review

Raven Protocol White Paper:
https://drive.google.com/file/d/1FAaVKkg_CjxMj-n1yHZc6ufcVDtOU1Ct/view?usp=sharing

OFFICIAL CHANNELS:
Official Email Address: founders@ravenprotocol.com
Official Website Link: http://www.RavenProtocol.com
Official Announcement Channel: https://t.me/raven_announcements
Official Telegram Group: https://t.me/ravenprotocol
Official Twitter: https://twitter.com/raven_protocol
Official Medium: https://medium.com/ravenprotocol
Official LinkedIn: https://linkedin.com/company/ravenprotocol
Official Github: https://www.github.com/ravenprotocol
Official #DeAI Discord: https://discord.gg/WF47ckd

--

--

Raven Protocol
RavenProtocol

www.RavenProtocol.com is a decentralized and distributed deep-learning training protocol. Providing cost-efficient and faster training of deep neural networks.