About this Course This course will teach you the "magic" of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good res…
一.Training of a Single-Layer Neural Network 1 Delta Rule Consider a single-layer neural network, as shown in Figure 2-11. In the figure, d i is the correct output of the output node i. Long story short, the delta rule adjusts the weight as the follow…
An end to end implementation of a Machine Learning pipeline SPANDAN MADAN Visual Computing Group, Harvard University Computer Science and Artificial Intelligence Laboratory, MIT Link to Github Repo Section 1. Introduction Background In the fall o…
from sklearn.feature_extraction.text import CountVectorizer import os from sklearn.naive_bayes import GaussianNB from sklearn.model_selection import train_test_split from sklearn import metrics import matplotlib.pyplot as plt import numpy as np from…