Books
- Training of a two-layer Perceptron network for the exor function problemSergio Adrian Martin
The author explains what is a perceptron with two layers and the backpropagation method to train the network. It is included a program in python.
- Centroid evaluation algorithm of a polygonal area implemented in pythonSergio Adrian Martin
The author explain how to calculate the centroid of a triangle, and how to extend it to an irregular polygon. It is included the program to do it using python language.
- Introduction To Conformal Prediction With PythonA Short Guide For Quantifying Uncertainty Of Machine Learning ModelsChristoph Molnar
This book teaches you how to quantify the uncertainty of machine learning models with conformal prediction in Python.
- Algoritmo de Zegalkin de polaridad positiva en PythonSergio Adrian Martin
El autor explica las teorias de zegalkin y como ciertas operaciones matriciales permiten simplificar funciones lógicas. Presenta el código en Python para esta forma de solución.
- Algoritme de triangulation en PythonSergio Adrian Martin
L'auteur explique la procédure de calcul de l'aire d'un polygone irrégulier et montre le code Python qui permet de le faire.
- Python з нуляМарцін Москала
З цієї книги почнеться Твоя подорож у світ програмування. Вона представляє знання практично, доступно та зрозуміло. Допомагає сформувати солідну основу для подальшого вивчення Python та обрати цікаву сферу застосування. Якщо Ти хочеш навчитися програмувати або зрозуміти, що таке програмування, ця книжка — для Тебе.
- Triangulation algorithm in pythonSergio Adrian Martin
The author explain a method to calculate areas using triangles and convertion of coordinates. Include a program in python to evaluate it.
- Entrenamiento de una red perceptron de dos capasSergio Adrian Martin
En este trabajo se muestran las bases del entranamiento de una red perceptrón multicapas, aplicado al caso de una red que hace las veces de una función exor. Se ha usado programación en Python.
- Algoritmo de evaluación del centroide de áreas poligonalesSergio Adrian Martin
Este trabajo incluye explicaciones sobre el calculo de centroide en poligonos irregulares y el código en Python para su cálculo. Es necesario conocer sobre estática y programación
- Accelerated Windows API for Software Diagnostics, Second EditionWith Category Theory in ViewDmitry Vostokov
The book contains the full transcript of Software Diagnostics Services training with 10 hands-on exercises on various topics related to Windows API.
- Python for All: A Unique Example-Based Approach To LearningBook 0 in the "Without Words" SeriesJason TurnerNo Description Available
Multitasking with Micropython. Cooperative Scheduling.
- Extended Windows Memory Dump AnalysisUsing and Writing WinDbg Extensions, Database and Event Stream Processing, Data Science and Visualization, Machine Learning and AI, Second EditionDmitry Vostokov
The book contains the full transcript of Software Diagnostics Services training with 25 hands-on exercises. This training course extends pattern-oriented analysis introduced in Accelerated Windows Memory Dump Analysis, Accelerated .NET Core Memory Dump Analysis, and Advanced Windows Memory Dump Analysis with Data Structures.
- Deep learning with TensorFlow and KerasDerrick Mwiti
Build deep learning applications with Keras and TensorFlow
- Python for Everybody: Instructor's ManualAndrzej Wójtowicz
The book contains supplementary materials for teachers using the free textbook "Python for Everybody: Exploring Data in Python 3", which are solutions to programming exercises from the textbook and online programming tasks. The book is aimed for those using the above-mentioned textbook to teach Python.
