#Covid19 idea treatment – If there exist virus generators they could be located in the nose. To stop additional waves of new viruses. So Mix Salt and Water and dip an ear tops in the saltwater. Poke around in the nose with the top to kill additional strand generators. // Per
Covid19 – Could corona virus be a Finite Machine Virus? like a flu cluster blob. Looks like an amoeba.
Machine Learning – Nothing is perfect – If perfect is defined as something that does not any aftertouch then wait until you meet plants. So a model function might need information for consumption under the period of its use. Split the trainingset X into better groups by yt(i) = KMeans
Machine Learning Math – An equation could give an answer that is true and false. Ex. 3 and 3.0 are integer and float. They are the same number sort of but are of different classes. // Per
Super Derivatives – Along came a derivative an infitesimal incriment that amplified corrected the guess.
Machine Learning Math – Perfect sin(x) for large x? Simple use np.argmin(loss) where loss = (y-yt)**2 and yt = mean value of 100+ sin evals from 0..2pi // Per
Machine Learning Idea – Convert data points yi from a histogram plt.hist(yi,100) to a function y(x). Wow
Machine Learning Math – guess – Functions are objects that has the same light spectrum. Guess. Similar function similar histogram from np.random.randn(10000)? Solve equations by looking at the histogram from random input? Classify each hist cluster after a function. sin(x),x**2,x
Machine Learning New Math – Deep Layer Linear Algebra. Solve problems in reduced coeffient space. Since quadratic matrices are too large. Represent the problem in two or three layers with reduction of parameters. // WOW Per
Machine Learning Complex Numbers guess – How many layers does it take to represent complex numbers? layer1 x = sqrt(-1) to y representation in layer2. One layer number can represent complex if its quadratic. Then two layers to reduce the coeffients greatly. x = model(X) and x->X.
Machine Learning – 3 layer Fourier Series Coeffients. Since you can iterate 1 sample with a perceptron of 3 layers to get the x = X. A fourier version with 3 layers can be developed. Not just one layer of complex coeffients. Could complex coffient vector be 2 non linear layers?
#COVID19 – Test gargle with cold carbonated mineral water and a lemon. Just to know if the virus needs to be adapted for either warm or cold water. You can try both then. Prepare when your outside. A bottle of carbonated water with a small piece of lemon inside. Ready for virus.
images from wikipedia
#Covid19 interesting home treatment – Gargle with small pieces of bana inside peel scrapings. The idea is that the inside of the banana peel protects the banana. Anti virus? Gargle the cold water with only small pieces of inside banana scrapings. Could inspire covid cure?
Lorenz Chaos Equation – I got more chaos from Lorenz differential equation. Setting an inital value for rho = 28 then 0 and oscillating the system to 0 and giving life to the derivate at sin(t)<0.9 gives // Per
Machine Learning Physics – Light changes its state to avoid gravity as much as possible. It’s a machine learning adapted solution. // Per
Its a super star not a black hole. Stars calculate the differential equations for objects orbiting them. Black holes calculate the chaotic differential eqautions. Too much random and you need a black hole. KMeans() for the number of objects in its responsiblity // Per
Machine Learning Physics – Some frequency transformation and back gives waves as the error. Could waves mathematical residuals? // Per
Machine Learning Math – Data efficiency – Is there such a thing as data efficiency? Extract the right data for efficient calculations. Better accuracy. Like getting the intercept points in a fourier sinwave seperation of the data. // Per
Machine Learning Functions – What if becoming a Billionaire is ?following machine learning function. sudo pip install billionaire
Machine Learning hack – Hack a convolution2D layer function. Insert any image into the channel index data. Watch the convolution layer coefficents adapt. Lindholm_Convolution2D // Per
Nigeria Peace – Could this unrest be solved with Money + Diplomacy and a hefty stimilus package. Let get us by this time around. // Per #Nigeria