GitHub topics: cross-entropy
fcakyon/balanced-loss
Easy to use class balanced cross entropy and focal loss implementation for Pytorch
Language: Python - Size: 30.3 KB - Last synced at: 24 days ago - Pushed at: 6 months ago - Stars: 96 - Forks: 8
jeromerony/dml_cross_entropy
Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)
Language: Python - Size: 29.3 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 168 - Forks: 18
americocunhajr/FraCTune
FraCTune is a Matlab package for tuning fractional-order controllers with the Cross-Entropy method and augmented Lagrangian formulation.
Language: MATLAB - Size: 32.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
swarm-lab/cec
Cross-Entropy Clustering R Package
Language: C++ - Size: 52 MB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 9 - Forks: 1
yuhexiong/iris-classification-decision-tree-python
Language: Python - Size: 1.03 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
pngo1997/Neural-Network-Backpropagation-Optimization
Explores key concepts in Neural Network training.
Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
pngo1997/Neural-Network-Implementation-Evaluation
Implements the NNDL book's "network.py" code (Chapter 1) to improve its functionality and performance.
Language: Jupyter Notebook - Size: 839 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
udacity/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 4,896 - Forks: 2,344
atkamara/deeplearning
Neural-Net-Numpy(NNN) is a simple python package for training neural networks using only numpy components
Language: Jupyter Notebook - Size: 31.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
daodavid/maths-behind-ML
Maths behind machine learning and some implementations from scratch.
Language: Jupyter Notebook - Size: 26.3 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1
justinlovinger/optimal-py
A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.
Language: Python - Size: 170 KB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 39 - Forks: 15
raghu1121/FashionMNIST
A pytorch implementation of Densenet for FashionMNIST dataset
Language: Python - Size: 6.54 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0
robail-yasrab/dataset_weights
Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0
thaines/orogram
A library for working with 1D piecewise linear probability density functions.
Language: Python - Size: 139 KB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
anilesh-prajapati/Probability-and-Statistics-for-Machine-Learning
Probability and Statistics for Machine Learning
Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
MohammadYasinKarbasian/Machine-Learning-Homeworks
This repository contains my solutions and implementations for assignments assigned during the Machine Learning course.
Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
dmitrijsc/practical-rl
Reinforcement learning in Julia. Solving OpenAI gym.
Language: Julia - Size: 45.9 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 43 - Forks: 3
mosdeo/LKYDeepNN
Low dependency（C++11 STL only）, good portability, header-only, deep neural networks for embedded
Language: C++ - Size: 245 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 48 - Forks: 13
MahmudulAlam/Subitizing
Towards Generalization in Subitizing with Neuro-Symbolic Loss using Holographic Reduced Representations
Language: Python - Size: 920 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
yuhexiong/digit-recognition-CNN-python
Language: Python - Size: 19.1 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
anshul1004/LyricsGenerator
Song lyrics generation using Recurrent Neural Networks (RNNs)
Language: Python - Size: 47.3 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0
AliAbbasi/Numerically-Stable-Cross-Entropy-Loss-Function-Tensorflow
Numerically Stable Cross Entropy Loss Function Implemented with Python and Tensorflow
Language: Python - Size: 37.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2
somefunAgba/deeplearningWithMatlabinPy
Investigating the Behaviour of Deep Neural Networks for Classification
Language: Python - Size: 1.15 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
corentinpla/Learning-Tetris-Using-the-Noisy-Cross-Entropy-Method
We apply the noisy cross-entropy method to the game of Tetris to demonstrate its efficiency.
Language: Python - Size: 17.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 2
jamesdhope/Machine-Learning-ideas-explained
Machine Learning ideas explained including Entropy, XEntropy
Size: 223 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
sea-boat/DeepLearning-Lab
Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
Language: Python - Size: 18.3 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 84 - Forks: 53
ili3p/vqa-soft
Accompanying code for "A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models" CVPR 2017 VQA workshop paper.
Language: C - Size: 36.6 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 14 - Forks: 3
carlomarxdk/RobustCrossEntropyLoss
PyTorch Implementation of Robust Cross Entropy Loss (Loss Correction for Label Noise)
Language: Python - Size: 7.81 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
gholomia/notMNIST
Implementation of multiple machine learning classifiers and regularization techniques on the notMNIST dataset.
Language: Python - Size: 87.9 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 2
vkurenkov/cem-tetris
Solving Tetris using Cross-Entropy Method
Language: Haskell - Size: 8.81 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0
microparsec/digitnn
Simple neural network classifier on the MNIST digit set
Language: Python - Size: 76 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0
Khamies/Transformer_Lightning
A simple implementation of a transformer based language model using Pytorch-Lightning
Language: Python - Size: 728 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
imraviagrawal/Reinforcement-Learning-Implementation
Implementation of Reinforcement Algorithms from scratch
Language: Python - Size: 23.1 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 3
cjymz886/modeling-data-imbalance-with-different-losses
compare the performance of cross entropy, focal loss, and dice loss in solving the problem of data imbalance
Language: Python - Size: 1.06 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 5
dlwsdqdws/MLP_Data_Classification
A data classification using MLP
Language: Python - Size: 2.68 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
Nikolay-Lysenko/optimiser
Generic implementations of numerical optimization methods. As of now, only cross-entropy method is here.
Language: Python - Size: 188 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1
benbo/pyCE
Language: Python - Size: 13.7 KB - Last synced at: 3 months ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0
ChriZ982/NeuralNetTest
Test project for neural networks - Handwritten digit recognition on MNIST dataset
Language: Java - Size: 15.2 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1
ander-son-almeida/iso-crypto
The Project IsoCrypto was inspired by statistical tools applied in the data mining of astrophysics data. The main references were theoretical curves adjusted in open clusters – these curves are called isochrones. Therefore, this project aims to amplify the applications of those curves in econophysics.
Language: Python - Size: 9.46 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1
tate8/softmax-regression
Softmax Regression from scratch. MNIST dataset
Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
AnitaSoroush/TensorFlow
A mini project on MNIST dataset using TensorFlow.
Language: Jupyter Notebook - Size: 6.84 KB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
daodavid/classic-ML
Implementation of classic machine learning concepts and algorithms from scratch and math behind their implementation.Written in Jupiter Notebook Python
Language: HTML - Size: 1.49 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
ken-power/DRLND_DeepReinforcementLearning_Examples
Examples and tutorials that implement various algorithms in Deep Reinforcement Learning.
Language: Jupyter Notebook - Size: 19.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
Victor-Martinez-Pozos/DRL-HC-methods
In this repo I explore the Hill Climbing improvements like adaptative nopise scaling and cross-entropy to use them to solve the enviroment CartPole-v0 from OpenAI-GYM.
Language: Jupyter Notebook - Size: 88.9 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
cpaxton/grid_planning
Integrated task and motion planning using grounded actions learned from observing expert demonstrations.
Language: C++ - Size: 27.9 MB - Last synced at: 2 months ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 0
v-iashin/CrossEntropyTSP
An implementation of an approximation of the solution to Traveling Salesman Problem using cross entropy approach on Python 3
Language: Jupyter Notebook - Size: 263 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1
GuyKabiri/Image-Caption
Exercise on captioning images in the Neural Networks for Computer Vision course. Using the Flickr8K dataset, and simple encoder-decoder architecture. Evaluation based on Cross-Entropy loss and 4-gram Bleu score.
Language: Jupyter Notebook - Size: 47.6 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
KonstantinosAng/neural-network-easy
A simple python script to demonstrate how back propagation works in python, with Adam, Gradient descent and Cross entropy
Language: Python - Size: 638 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
yhuag/Transfer-Learning-for-Flower-Classification-by-ResNet
A jupyter notebook is provided for in-depth explanation.
Language: Jupyter Notebook - Size: 33.4 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 3
chandnii7/Natural-Language-Processing
NLP implementations like information-theoretic measures of distributional similarity, text preprocessing using shell commands, Naive Bayes text categorization model, Cocke-Younger-Kasami parsing.
Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2
mehdibnc/TSP_CrossEntropy
Applying a Cross Entropy technique to the Travling Salesman Problem.
Language: Python - Size: 151 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
meet-minimalist/Notes-on-cross-entropy-loss
Notes on implementation part of Cross Entropy Loss
Size: 16.6 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
trajkd/Traffic-Sign-Classifier
Traffic Sign Classifier (project 3 of 9 from Udacity Self-Driving Car Engineer Nanodegree)
Language: HTML - Size: 4.05 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
jdleesmiller/cross_entropy
Ruby library for solving optimisation problems with the Cross Entropy Method.
Language: Ruby - Size: 33.2 KB - Last synced at: 11 days ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 1
prashant-mahanta/AI-Assignment
This repository is for managing all my assignment for Artificial Intelligence Course
Language: C - Size: 946 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
ltfschoen/aind2-dl
AIND Jupyter Notebook to predict student admissions using Keras Neural Networks
Language: Jupyter Notebook - Size: 138 KB - Last synced at: 7 days ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
