⭐️ ManimML: Communicating Machine Learning Architectures with Animation An open-source Python library for easily generating animations of ML algorithms directly from code. ManimML - это фреймворк для создания красочной, интерактивной анимации и визуализации различных концепций и алгоритмов машинного обучения. Пример: from manim_ml.neural_network import NeuralNetwork, Convolutional2DLayer, FeedForwardLayer # Make nn nn = NeuralNetwork([ Convolutional2DLayer(1, 7, filter_spacing=0.32), Convolutional2DLayer(3, 5, 3, filter_spacing=0.32, activation_function="ReLU"), FeedForwardLayer(3, activation_function="Sigmoid"), ], layer_spacing=0.25, ) self.add(nn) # Play animation forward_pass = nn.make_forward_pass_animation() self.play(forward_pass) 🖥 Github: https://github.com/helblazer811/manimml 📕 Paper: https://arxiv.org/abs/2306.17108v1 📌 Project: https://www.manim.community/ ai_machinelearning_big_data