Experiments Libraries

9 Components & Libraries

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Experiments Libraries

learn code with tensorflow

MLP for mnist done test on 102flowers done command like this: test on MLP model on mnist done In folder finetuning, we use tf.slim to finetuning the pretrain model (I use the same method in my porn d…

a lightweight and simple logger for Machine Learning

Currently in version alpha, the API might undergo some minor changes. To install the package, run: Save all output printed in the console to a text file

Audio Classification using Image Classification

AudioNet is an opensource experiment done using tensorflow and Google's Inception model. What we are doing here inAudioNet is, we are converting audio files to spectrograms. Then we are trainning the…

TensorFlow-Multiclass-Image-Classification-using-CNN-s

Balanced Multiclass Image Classification with TensorFlow on Python.

It is a ready-to-run code. No MNIST or CIFAR-10. This is a repository containing datasets of 5200 training images of 4 classes and 1267 testing images.No problematic image. Just extract files from mu…

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

RL Algorithms implemented in Python for the task of global path planning for mobile robot. Such system is said to have feedback. The agent acts on the environment, and the environment acts on the age…

Design-of-experiment (DOE) generator for science, engineering, and statistics

It uses a MIT License, so although I retain the copyright of this particular code, please feel free to exercise your rights of the free software by using and enhancing it. All the design schemes, men…

EEG-Motor-Imagery-Classification-CNNs-TensorFlow

EEG Motor Imagery Tasks Classification (by Channels) via Convolutional Neural Networks (CNNs) based on TensorFlow

Meanwhile, the codes in this repository are based on the raw EEG data without the ESI and JTFA process, and can also achieve a good result. The main CNNs Tensorflow framework codes in the "MI_Propose…

🦔 PostHog provides open-source product analytics, session recording, feature flagging and A/B testing that you can self-host.

PostHog is available with hosting in the EU or US and is fully SOC 2 compliant. It's free to get started and comes with a generous monthly free tier: We're constantly adding new features, with web an…

Workshop on basic machine learning, computational modeling, psychophysics, basic data analysis and experiment design

This repository contains all the lectures and workshop materials for the workshop conducted during March-April 2020. The goal of this workshop is to teach the basics of different technical skills nee…

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