lzhengchun / Step By Step Neural Network
step-by-step, implement a neural network with python and numpy to recognize handwritten number
Labels
Projects that are alternatives of or similar to Step By Step Neural Network
Deep Learning Time Series
List of papers, code and experiments using deep learning for time series forecasting
Stars: ✭ 796 (+15820%)
Mutual labels: jupyter-notebook
Coursera Machine Learning
Coursera Machine Learning - Python code
Stars: ✭ 815 (+16200%)
Mutual labels: jupyter-notebook
Earthengine Py Notebooks
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
Stars: ✭ 807 (+16040%)
Mutual labels: jupyter-notebook
Andrew Ng Deep Learning Notes
吴恩达《深度学习》系列课程笔记及代码 | Notes in Chinese for Andrew Ng Deep Learning Course
Stars: ✭ 814 (+16180%)
Mutual labels: jupyter-notebook
Jjug Ccc 2016 Spring
JJUG CCC 2016 Spring http://www.java-users.jp/?page_id=2377 #jjug_ccc #ccc_m61
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
Deep Image Prior
Image restoration with neural networks but without learning.
Stars: ✭ 6,940 (+138700%)
Mutual labels: jupyter-notebook
Deanonymizing Tennis Suspects
Putting names to the players identified by BuzzFeed News in its tennis exposé.
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
Jupyter nbextensions configurator
A jupyter notebook serverextension providing config interfaces for nbextensions.
Stars: ✭ 814 (+16180%)
Mutual labels: jupyter-notebook
Covid Ct
COVID-CT-Dataset: A CT Scan Dataset about COVID-19
Stars: ✭ 820 (+16300%)
Mutual labels: jupyter-notebook
Dataaugmentationforobjectdetection
Data Augmentation For Object Detection
Stars: ✭ 812 (+16140%)
Mutual labels: jupyter-notebook
Python tutorials
Python tutorials in both Jupyter Notebook and youtube format.
Stars: ✭ 813 (+16160%)
Mutual labels: jupyter-notebook
Gutenburg nlp
A hypothetical proof-of-concept book recommendation system for Project Gutenberg, using Natural Language Processing.
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
Jupyterlab Lsp
Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
Stars: ✭ 796 (+15820%)
Mutual labels: jupyter-notebook
Ghgforcing
Python package to calculating forcing from continuous GHG emissions
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
Bordercrossing
Galvanize Capstone Project - Forecasting Wait Times at the US/Canada Border
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
Pms Swp 2016
Υλικό για το μεταπτυχιακό μάθημα "Προγραμματισμός Σημασιολογικού Ιστού"
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
Uorf repressiveness supplemental
Data and iPython notebooks documenting all analysis for manuscript "Conservation of uORF repressiveness and sequence features in mouse, human and zebrafish", by Guo-Liang "Chewie" Chew, Andrea Pauli and Alexander F. Schier, 2016
Stars: ✭ 5 (+0%)
Mutual labels: jupyter-notebook
step-by-step---implement-a-neural-network
step-by-step, implement a neural network with python and numpy to recognize handwritten number. I create this toy program to teach you backpropagation based artifical neural network, a short python implementation.
artificial neural network is neither magical nor difficult to understand, a toy example that you can play with could help you understand it easily, this work was done for an eassier understanding a neural network model!
todo:
-
more comments (about how to easily understand a back propogation ANN model and implemente one by yourself).
-
use other optimization algorithm (instead of pure gradient descent) in order to get faster train.
-
create another toy programm in a distributed system, like in spark
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].