folivetti

import matplotlib.pyplot as plt

def SIR(S, I, beta, gamma, tot_time):
    '''
    S: susceptibles
    I: infecteds
    beta: contagion rate
    gamma: recovery rate
    tot_time: total time
    '''

mattbell87

VSCode Remote: Connect to WSL2 from another machine

Do you want to do remote development on your WSL2 container in Visual Studio Code? Read this.

Proxy jump method

1. On the host set up OpenSSH for Windows
2. Run wsl --update to make sure you are running the latest WSL
3. Open WSL and install another SSH server inside WSL with sudo apt-get install openssh-server
4. Now run sudo systemctl enable --now ssh to automatically start ssh when WSL starts.

rspeare

from sklearn import linear_model
import numpy as np
import scipy.stats as stat

class LogisticReg:
    """
    Wrapper Class for Logistic Regression which has the usual sklearn instance 
    in an attribute self.model, and pvalues, z scores and estimated 
    errors for each coefficient in 
    

vinhkhuc

# Implementation of a simple MLP network with one hidden layer. Tested on the iris data set.
# Requires: numpy, sklearn>=0.18.1, tensorflow>=1.0

# NOTE: In order to make the code simple, we rewrite x * W_1 + b_1 = x' * W_1'
# where x' = [x | 1] and W_1' is the matrix W_1 appended with a new row with elements b_1's.
# Similarly, for h * W_2 + b_2
import tensorflow as tf
import numpy as np
from sklearn import datasets
from sklearn.model_selection import train_test_split

spartanroc

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