LATEST ARTICLES

Tensor flow

Constants, Placeholder, and Variables In TensorFlow, constants, placeholders, and factors are utilized to speak to various parameters of a profound learning model. Since we have just observed constants before, we will begin...

Tensor-flow

Deep learning is a subfield of AI that is, a lot of calculations that are propelled by the structure and capacity of the cerebrum. AI is an unpredictable order. However, actualizing AI...

Metrics in Keras – 1

Use of measurements A measurement is a capacity that is utilized to pass judgment on the presentation of your model. Metric capacities are to be provided in the measurements parameter when a...

Loss Functions of Keras – 2

continued from previous article. logcosh keras.losses.logcosh(y_true, y_pred) Logarithm of the hyperbolic cosine of the expectation blunder. log(cosh(x)) is roughly equivalent to (x ** 2)/2 for little x and to abs(x) - log(2) for huge x....

Loss Functions of Keras – 1

Utilization of loss functions A loss capacity (or target capacity, or advancement score work) is one of the two parameters required to incorporate a model: model.compile(loss='mean_squared_error', optimizer='sgd') from keras import losses model.compile(loss=losses.mean_squared_error, optimizer='sgd') You can either...

Cryptographic Sortition

Introduction Algorand consists of three main procedures: Cryptographic Sortition (leader election + Sybil protection) Algorand Agreement (consensus) Common Coin (recovery from network partitions)   Algorand uses lotteries known as “cryptographic sortition” to select voting...

The BA protocol

The execution of BA consists of two phases. In the first phase, BA reduces the problem of agreeing on a block to agreement on one of two options. In the second...

Scaling Byzantine agreements for cryptocurrencies

Algorand can confirm transactions on the order of one minute whereas Bitcoin takes on the order of one hour and has a negligible probability of forking, and achieves 125x the transaction...

Algorand Player Replace-ability

After he proposes a brand new block, the leader would possibly yet “die”, as a result of his job is completed. But, for the verifiers in SV r, things square measure less straightforward. Indeed, being guilty of certifying the new block Br with sufficiently several signatures, they...

ALIBABA LOOKS TO IMPLEMENT BLOCKCHAIN FOR ITS COMPLEX SUPPLY CHAINS

Have you ever wondered what new transformation to bring to the world by Blockchain and IoT? Well, it is incredible to see that a few revolutionary changes are brought about by...