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Where Data Science and AI, converge with Web3. Build 🔨 | Write ✏️ | Code 💻

How to Upload Files on Arweave With Python
Throughout history, the need to store information has been crucial, both for individuals and organizations. Traditionally, paper documents and photographs were kept in physical folders and secured at home. The invention of computers revolutionized storage, transitioning from floppy disks to CDs, USBs, hard drives, and finally, solid-state drives. Recognizing the growing demand for data storage, the internet embraced cloud services, which emerged rapidly like mushrooms. Massive data centers, l...

Meet AO: The Hyper-Parallel Computer
The ao hyper-parallel computer hit the scene in February 2024 and is already making waves among developers worldwide. This innovative system takes inspiration from the actor model, enabling processes to run concurrently and communicate seamlessly without waiting for each other. Each processing unit within ao adheres to a core data protocol that runs on Arweave blockchain-like decentralized storage solution. This distributed network of nodes creates a unified experience for users, presenting a...

Exploring Doug DeMuro's Cars Dataset
This analysis is part of a data challenge brought by Desights, a platform built by the Ocean Protocol to . If you’re not familiar with the latter, Ocean Protocol is paving the way for a new data economy using the power of blockchain. They provide several services, like earning and trading mechanisms, data challenges, and the Ocean Market, where datasets, reports, algorithms and more, can be published on Web3 decentralized storage infrastructures like Arweave and IPFS. Desights team is focused...
Where Data Science and AI, converge with Web3. Build 🔨 | Write ✏️ | Code 💻

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Commune AI, is a set of development tools that work very similarly to Bittsensor. Both aim to achieve a decentralized AI system through Blockchain technology.
The Commune protocol is fully open-source and incentivizes developers to create modular, interoperable modules, that can be used locally or remotely. These so-called modules can wrap up machine-learning tools in structured folders. Enabling AI models to be easily shareable, and participants can be rewarded with the blockchain’s native token ($COM).
Below is a list of the most used commands to start navigating in Commune:
# see market cap
c mcap
# sync network
c sync
# register validator
c register vali::<validator_name>
# serve validator
c serve vali::<validator_name>
# stop validator
c kill vali::<validator_name>
# check if validator is running
c stats
# restart validator
c restart_servers vali::<validator_name>
# add a key (aka address)
c add_key <my_key>
# list keys
c keys
# check information about keys, validators, modules
c key_stats <my_key>
c key_stats vali::<validator_name>
# get key addresse
c key2address <my_key>
# get addresses of all keys
c key2address
# you can use the other way around
c address2key
# remove keys, validators, modules
c rm_key <my_key>
c rm_key vali::<validator_name>
# recover key (after creating one it generates a mnemonic, save it)
c add_key <my_key> mnemonic=<your_key_mnemonic>
# get balance of your key, validator, etc
c get_balance <my_key>
c get_balance vali::<validator_name>
# transfer $COM
c transfer <my_key> <amount> <other_key_address>
c transfer <my_key> <amount> <other_key_name>
# stake/delegate to a validator
c stake <my_key> <amount> <validator_name>
# unstake from validator
c unstake <my_key> <amount> <validator_name>
# stake from validator's balance
c stake vali::<validator_name> <amount>
# spread stake among N top validators
c stake_spread <your_key> N=<n_validators>
# get stake of addresses
c get_stake <address_key>
# see stake of one key
c key2stake <my_key>
# see stake for each key
c key2stake
# total staked
c my_value
# start a local node
c start_local_node
# list all the other available functions
c fns
Commune AI is a very young project, and commands might change over time, the best way is to reach their Discord channel for all sorts of questions, and the GitHub repository. See below other sources:
https://mirror.xyz/macrodrigues.eth/BA1N8BFr9ZxnCepTrVum7mjNjxMBLAyHJlKCOVvOPqo
Commune AI, is a set of development tools that work very similarly to Bittsensor. Both aim to achieve a decentralized AI system through Blockchain technology.
The Commune protocol is fully open-source and incentivizes developers to create modular, interoperable modules, that can be used locally or remotely. These so-called modules can wrap up machine-learning tools in structured folders. Enabling AI models to be easily shareable, and participants can be rewarded with the blockchain’s native token ($COM).
Below is a list of the most used commands to start navigating in Commune:
# see market cap
c mcap
# sync network
c sync
# register validator
c register vali::<validator_name>
# serve validator
c serve vali::<validator_name>
# stop validator
c kill vali::<validator_name>
# check if validator is running
c stats
# restart validator
c restart_servers vali::<validator_name>
# add a key (aka address)
c add_key <my_key>
# list keys
c keys
# check information about keys, validators, modules
c key_stats <my_key>
c key_stats vali::<validator_name>
# get key addresse
c key2address <my_key>
# get addresses of all keys
c key2address
# you can use the other way around
c address2key
# remove keys, validators, modules
c rm_key <my_key>
c rm_key vali::<validator_name>
# recover key (after creating one it generates a mnemonic, save it)
c add_key <my_key> mnemonic=<your_key_mnemonic>
# get balance of your key, validator, etc
c get_balance <my_key>
c get_balance vali::<validator_name>
# transfer $COM
c transfer <my_key> <amount> <other_key_address>
c transfer <my_key> <amount> <other_key_name>
# stake/delegate to a validator
c stake <my_key> <amount> <validator_name>
# unstake from validator
c unstake <my_key> <amount> <validator_name>
# stake from validator's balance
c stake vali::<validator_name> <amount>
# spread stake among N top validators
c stake_spread <your_key> N=<n_validators>
# get stake of addresses
c get_stake <address_key>
# see stake of one key
c key2stake <my_key>
# see stake for each key
c key2stake
# total staked
c my_value
# start a local node
c start_local_node
# list all the other available functions
c fns
Commune AI is a very young project, and commands might change over time, the best way is to reach their Discord channel for all sorts of questions, and the GitHub repository. See below other sources:
https://mirror.xyz/macrodrigues.eth/BA1N8BFr9ZxnCepTrVum7mjNjxMBLAyHJlKCOVvOPqo
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