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alessiot / Battleship with OpenAI Gym and Stable Baselines.ipynb
Last active May 20, 2023 07:23
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alessiot / RL from Scratch with a Linear Model.ipynb
Last active April 21, 2020 18:51
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alessiot / Using Shapley Method with Text Classification.ipynb
Last active November 3, 2019 21:42
Using Shapley Method with Text Classification
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alessiot / Download YouTube Spam Comments with R.ipynb
Last active October 31, 2019 13:16
Download YouTube Spam Comments with R
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alessiot / ode_tensorflow.ipynb
Last active October 14, 2019 17:16
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alessiot / grad_viz.ipynb
Last active February 23, 2022 20:07
Visualizing Gradient Descend
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alessiot / ode_vs_gradient.ipynb
Last active October 14, 2019 17:17
Solving Back-propagation using Stiff and Non-Stiff Differential Equation Solvers
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alessiot / numpy_nn.ipynb
Last active September 30, 2019 17:30
Programming Neural Networks from Scratch
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alessiot / VisualizeNN.py
Created September 30, 2019 16:47
Visualize Neural Network with Basic Python
# This Libraray is modified based the work by Milo Spencer-Harper and Oli Blum, https://stackoverflow.com/a/37366154/10404826
# On top of that, I added support for showing weights (linewidth, colors, etc.)
# Contributor: Jianzheng Liu
# Contact: jzliu.100@gmail.com
from matplotlib import pyplot
from math import cos, sin, atan
from palettable.tableau import Tableau_10
from time import localtime, strftime
import numpy as np
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alessiot / sklearn_xor.ipynb
Last active September 30, 2019 16:38
Learning XOR with a Multilayer Perceptron Network
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