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cross-entropy

Here are 50 public repositories matching this topic...

udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

Updated Jul 20, 2022
Jupyter Notebook

jeromerony / dml_cross_entropy

Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)

deep-learning metric-learning cross-entropy

Updated Nov 25, 2022
Python

sea-boat / DeepLearning-Lab

Code lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.

word2vec rnn seq2seq bidirectional-rnn cross-entropy

Updated Dec 9, 2018
Python

balanced-loss

fcakyon / balanced-loss

Sponsor

Easy to use class balanced cross entropy and focal loss implementation for Pytorch

python machine-learning computer-vision deep-learning pypi pytorch pip image-classification cvpr loss-functions cross-entropy focal-loss binary-crossentropy class-balanced-loss balanced-loss

Updated Jan 27, 2023
Python

mosdeo / LKYDeepNN

Low dependency（C++11 STL only）, good portability, header-only, deep neural networks for embedded

data-science deep-learning data-visualization back-propagation cross-entropy multilayer-perceptron

Updated Jan 10, 2021
C++

dmitrijsc / practical-rl

Reinforcement learning in Julia. Solving OpenAI gym.

reinforcement-learning mxnet julia openai-gym q-learning openai julialang cross-entropy frozenlake

Updated Mar 14, 2018
Julia

JustinLovinger / optimal

A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL.

python optimization genetic-algorithm eda optimizer metaheuristic cross-entropy estimation-distribution-algorithm gravitational-search

Updated Mar 2, 2021
Python

ilija139 / 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.

caffe deep-learning torch pytorch vqa cross-entropy

Updated Aug 2, 2017
C

swarm-lab / cec

Cross-Entropy Clustering R Package

clustering rstats cross-entropy

Updated Dec 29, 2022
C++

imraviagrawal / Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

reinforcement-learning q-learning cartpole mountain-car sarsa gridworld reinforce td-learning cross-entropy sarsa-lambda blackbox-optimization gridworld-environment actor-critic-algorithm cross-entropy-policy-search cartpole-environment reinforcement-algorithms q-learning-lambda

Updated Dec 6, 2018
Python

AliAbbasi / Numerically-Stable-Cross-Entropy-Loss-Function-Tensorflow

Numerically Stable Cross Entropy Loss Function Implemented with Python and Tensorflow

python deep-learning tensorflow softmax cross-entropy

Updated Mar 12, 2019
Python

yhuag / Transfer-Learning-for-Flower-Classification-by-ResNet

A jupyter notebook is provided for in-depth explanation.

machine-learning deep-learning cuda sgd convolutional-neural-networks transfer-learning cross-entropy resnet-18

Updated Dec 4, 2017
Jupyter Notebook

cpaxton / grid_planning

Integrated task and motion planning using grounded actions learned from observing expert demonstrations.

machine-learning robotics motion-planning ros tree-search lfd wam cross-entropy

Updated Feb 25, 2017
C++

anshul1004 / LyricsGenerator

Song lyrics generation using Recurrent Neural Networks (RNNs)

Updated Dec 13, 2019
Python

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

cross-entropy focal-loss dice-loss data-imbalance

Updated Jun 18, 2021
Python

v-iashin / CrossEntropyTSP

An implementation of an approximation of the solution to Traveling Salesman Problem using cross entropy approach on Python 3

entropy oop jupyter-notebook python3 stochastic-optimizers cross-entropy traveling-salesman-problem

Updated Dec 10, 2018
Jupyter Notebook

maths-behind-ML

daodavid / maths-behind-ML

Maths behind machine learning and some implementations from scratch.

logistic-regression gradient-descent softmax-regression maximum-likelihood-estimation cross-entropy taylor-expansion cross-entropy-loss log-odds ratio-odds

Updated Jul 30, 2022
Jupyter Notebook

ChriZ982 / NeuralNetTest

Test project for neural networks - Handwritten digit recognition on MNIST dataset

Updated Nov 19, 2020
Java

gholomia / notMNIST

Implementation of multiple machine learning classifiers and regularization techniques on the notMNIST dataset.

machine-learning udacity deep-neural-networks deep-learning tensorflow numpy scikit-learn cross-validation kaggle logistic-regression convolutional-neural-networks stochastic-gradient-descent softmax cross-entropy hyperspace

Updated Feb 7, 2018
Python

vkurenkov / cem-tetris

Solving Tetris using Cross-Entropy Method

game machine-learning haskell reinforcement-learning functional-programming tetris cem codeworld cross-entropy reinforcement-learning-agent cross-entropy-method cem-tetris

Updated Dec 14, 2018
Haskell

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