Projects in Awesome Lists tagged with softmax

https://github.com/lonepatient/bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span

Last synced: 15 May 2025

https://github.com/lonePatient/BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

adversarial-training albert bert chinese crf focal-loss labelsmoothing ner nlp pytorch softmax span

Last synced: 09 May 2025

https://github.com/nickgillian/grt

gesture recognition toolkit

dynamic-time-warping gesture-recognition gesture-recognition-toolkit grt kmeans linear-regression machine-learning random-forest softmax support-vector-machine

Last synced: 13 Nov 2025

https://github.com/shibing624/pytextclassifier

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。

bert classification focalloss-pytorch hierarchical machine-learning nlp pytextclassifier python pytorch softmax text-classification text-classifier

Last synced: 16 May 2025

https://github.com/happynear/amsoftmax

A simple yet effective loss function for face verification.

deep-learning face-recognition loss-functions metric-learning softmax

Last synced: 26 Jan 2026

https://github.com/stonesjtu/pytorch-nce

The Noise Contrastive Estimation for softmax output written in Pytorch

importance-sampling language-model nce nce-criterion pytorch softmax speedup

Last synced: 06 Apr 2025

https://github.com/abhijitbendale/OSDN

Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016

deep-learning extract-features open-set openmax softmax softmax-regression

Last synced: 05 Apr 2025

https://github.com/liuyukid/transformers-ner

Pytorch-Named-Entity-Recognition-with-transformers

adversarial-training albert bert camembert crf distilbert electra fgm ner pgd pytorch roberta softmax span transformers xlm xlmroberta

Last synced: 29 Apr 2025

https://github.com/gyrdym/ml_algo

Machine learning algorithms in Dart programming language

algorithm batch-gradient-descent classifier dart dartlang data-science hyperparameters lasso-regression linear-regression logistic-regression machine-learning machine-learning-algorithms mini-batch-gradient-descent regression sgd softmax softmax-algorithm softmax-classifier softmax-regression stochastic-gradient-descent

Last synced: 06 Apr 2025

https://github.com/weecology/ldats

Latent Dirichlet Allocation coupled with Bayesian Time Series analyses

changepoint lda parallel-tempering portal softmax

Last synced: 22 Oct 2025

https://github.com/ahmdtaha/softmax_triplet_loss

(WACV 2020) Tensorflow implementation of Boosting Standard Classification Architectures Through a Ranking Regularizer

classification classification-performance feature-embedding fgvc-aircraft-dataset resnet softmax tensorflow triplet-loss

Last synced: 04 Oct 2025

https://github.com/cyberzhg/keras-adaptive-softmax

Adaptive embedding and softmax

adaptive keras softmax

Last synced: 05 Oct 2025

https://github.com/kyegomez/hedgehog

Implementation of the model "Hedgehog" from the paper: "The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry"

ai attention attention-is-all-you-need attention-mechanisms feedforward ffns ml mlps multi-modal neural-nets open-source opensource-ai softmax

Last synced: 13 Oct 2025

https://github.com/soskek/efficient_softmax

BlackOut and Adaptive Softmax for language models by Chainer

adaptive-softmax blackout chainer rnn-language-model rnnlm softmax

Last synced: 15 Apr 2025

https://github.com/kyegomez/localsoftmax

My own implementation/experiments with a local softmax

artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks attention-mechanism softmax softmax-layer

Last synced: 07 May 2025

https://github.com/nikolazubic/appliedgametheoryhomeworksolutions

Solutions for course: "Applied Game Theory" taken at University of Novi Sad - Faculty of Technical Sciences

applied-game-theory bellman-ford-algorithm blackjack cournot-competition evolutionary-game-theory game-theory instigation-game markov-decision-process minimax-algorithm monte-carlo-methods multi-armed-bandit q-learning sarsa-learning softmax softmax-policy temporal-difference-learning tic-tac-toe

Last synced: 26 Jan 2026

https://github.com/kinoute/elyane

An OOP Deep Neural Network using a similar syntax as Keras with many hyper-parameters, optimizers and activation functions available.

adam-optimizer deep-learning dropout l2-regularization momentum neural-network oop python rmsprop softmax

Last synced: 13 May 2025

https://github.com/sushant1827/Improvise-a-Jazz-Solo

Coursera - RNN Programming Assignment: In this project, we will implement a model that uses an LSTM to generate music. In the end, we'll even be able to listen to your own music!

adam-optimizer crossentropy jazz lstm-neural-networks softmax

Last synced: 14 Oct 2025

https://github.com/mtanghu/leap

LEAP: Linear Explainable Attention in Parallel for causal language modeling with O(1) path length, and O(1) inference

additive-attention attention-mechanism deep-learning dot-product-attention linear-attention local-attention parallel pytorch rnn softmax transformer transformers

Last synced: 20 Mar 2025

https://github.com/lochielochie/open-deep-research

An open source deep research clone. AI Agent that reasons large amounts of web data extracted with Firecrawl

agent deep-research information-extraction information-gathering open-set openset osint-tool python pytorch reinforcement-learning robotics softmax softmax-regression webcra

Last synced: 05 Apr 2025

https://github.com/jolibrain/libtscaling

Temperature scaling for neural network calibration

calibration confidence liblbfgs neural-network softmax

Last synced: 21 Mar 2025

https://github.com/denrydu/cs231n_assignment1

斯坦福大学cs231n课程的第一项作业之我的解答。Solution for Assignment1 (Images classification, kNN, SVM, SoftMax, FullyConnected Neural Network)

assignment1 knn softmax softmax-classifier svm

Last synced: 04 Nov 2025

https://github.com/vidhi1290/emotion-classifier-with-deep-learning

Welcome to the Emotion Classifier project! This repository contains a comprehensive solution for emotion classification using Natural Language Processing (NLP) and deep learning techniques.😭🤣🙂

confusion-matrix emotion-classifier emotion-detection lstm lstm-neural-networks nlp nlp-machine-learning softmax visualization

Last synced: 14 Sep 2025

https://github.com/0xHericles/ai-snippets

Artificial Intelligence Snippets in Python

artificial-intelligence deep-learning machine-learning naive-bayes-classifier python sklearn snippets softmax

Last synced: 24 Mar 2025

https://github.com/iver56/interactive-softmax

Interactive softmax

neural-network softmax visualization-tools

Last synced: 22 Jan 2026

https://github.com/ashot72/ml5-spfx-extension

ml5 (friendly machine learning for the web) SharePoint Framework (SPFx) extension

binary-classification classification classification-algorithm deep-learning linear-regression logistic-regression ml5 multilinear-regression multinomial-logistic-regression neural-network regression regression-models sharepoint sharepoint-online sigmoid softmax spfx spfx-extension tensorflow tensorflowjs

Last synced: 24 Apr 2026

https://github.com/0xhericles/ai-snippets

Artificial Intelligence Snippets in Python

artificial-intelligence deep-learning machine-learning naive-bayes-classifier python sklearn snippets softmax

Last synced: 03 May 2026

https://github.com/hritik5102/chatbot-with-deep-learning

Deep learning chatbot

chatbot deep-neural-networks intents nltk python softmax tensorflow tflearn

Last synced: 08 May 2026

https://github.com/satyammittal/smai-project-sparsemax

Project Regarding Analysis and Implementation of https://arxiv.org/abs/1602.02068

activation-functions machine-learning softmax sparsemax

Last synced: 05 Apr 2025

https://github.com/vtramo/neural-networks-experiments-from-scratch

The objective of this repository is to provide a learning and experimentation environment to better understand the details and fundamental concepts of neural networks by building neural networks from scratch.

activation-functions backpropagation batch-learning classification-problem early-stopping gradient-based-algorithm improved-resilient-backpropagation irprop kfold-cross-validation minibatch momentum neural-network numpy online-learning python python3 resilient-backpropagation rprop softmax stochastic-gradient-descent

Last synced: 28 Apr 2026

https://github.com/sameetasadullah/cs231n-softmax-classifier-on-cifar10-dataset

Applied Softmax Classifier on Cifar10 Dataset

cifar-10 cifar10 cifar10-classification jupyter-notebook pycharm pycharm-ide python python3 softmax softmax-classifier

Last synced: 05 Feb 2026

https://github.com/dcarpintero/transformer101

Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

attention-is-all-you-need dot-product-attention dropout-layers encoder-decoder-architecture feedforward-neural-network gelu linear-layers multihead-attention normalization-layers positional-encoding pytorch self-attention softmax transfomer

Last synced: 07 May 2026

https://github.com/isa1asn/mnist-neural-net

Applying neural networks on the MNIST dataset (from scratch & using tf)

from-scratch keras mnist-classification neural-networks numpy pandas relu-activation softmax tensorflow

Last synced: 12 Apr 2026

https://github.com/auralius/arduino-linear-classifier

Linear classifiers (SVM and softmax) inside an Arduino device

arduino linear-classifier machine-learning softmax svm

Last synced: 04 May 2026

https://github.com/fanisgl/cnn_machine_learning

A Machine Learning exercise that trains Convolutional Neural Network (CNN) using the tensorflow 2 and Keras libraries to predict images from the CIFAR-10 dataset.

data-science keras machine-learning neural-networks numpy pandas pooling-layers relu softmax tensorflow2

Last synced: 24 Feb 2026

https://github.com/ahmz1833/ai-project

AI Course Project 14032 - Dr. TanGhatari

attention-mechanism pytorch q-learning reinforcement-learning sac skip-connections softmax unet-image-segmentation

Last synced: 17 May 2026

https://github.com/chinmoyt03/deep-learning-based-diabetes-risk-analysis

Data Science Project: Comparing 3 Deep Learning Methods (CNN, LSTM, and Transfer Learning).

adam-optimizer classification-report cnn confusion-matrix convolutional-neural-networks deep-learning dropout keras-tensorflow long-short-term-memory minmaxscaler neural-network python relu roc-auc sigmoid softmax standard-error-of-the-mean transfer-learning

Last synced: 15 Apr 2026

https://github.com/piero24/vanillanet-cpp

A fully connected Neural Network in C++ with SGD from scratch, achieving 98% accuracy on the MNIST dataset.

backpropagation cmake cpp deep-learning deep-neural-networks loss-functions neural-network neural-networks-from-scratch opencv softmax

Last synced: 02 Feb 2026

https://github.com/sanjana-janagani/python-chatbot-using-dl

This code trains a chatbot utilizing technologies such as Pandas and Pickle to load, preprocess, and vectorize datasets, ensuring they are ready for model training and evaluation, uses keras and Tokenizer to design and implement a deep learning model using LSTM

accuracy deep-learning keras lstm neural-network optimization pandas pickle python rmsprop softmax tokenizer

Last synced: 18 Apr 2026

https://github.com/tahirzia-1/neural-networks-mnist-in-python

Implementations of neural networks in python for the classification of MNIST datasets.

ai artificial-intelligence ipynb ipynb-jupyter-notebook mnist mnist-classification mnist-dataset networks neural python relu relu-activation sigmoid sigmoid-function softmax softmax-function tensorflow

Last synced: 19 Apr 2026

https://github.com/mohamedomar2020/keras_tensorflow

Using Keras to build a deep neural network for bladder cancer progression

adam-optimizer bladder-cancer cancer cancer-research deep-learning deep-neural-networks dropout genomics keras keras-tensorflow machine-learning machine-learning-algorithms multi-perceptron sgd-optimizer softmax tensorflow

Last synced: 06 May 2026

https://github.com/absognety/eva4

Extensive Vision AI Program from The School Of AI

batch-normalization cnns computer-vision deep-neural-networks dropout kernels maxpooling pytorch softmax

Last synced: 28 Apr 2026

https://github.com/ap-atul/nn

Multi-Layer Neural Network

model neural-network neural-networks-from-scratch nn softmax tanh

Last synced: 04 Apr 2025

https://github.com/vansh-py04/convolution-net-from-scratch

A minimal NumPy-based implementation of a 3-layer convolutional neural network (CNN) from scratch — including custom forward and backward passes for conv, ReLU, pooling, affine, and softmax layers. Perfect for learning how CNNs actually work under the hood.

backpropagation cnn computer-vision convolutional-neural-networks cs231n cs231n-assignment deep-learning from-scratch from-scratch-in-python fully-connected-network machine-learning maxpool2d nueral-networks numpy softmax stanford-deep-learning

Last synced: 24 Apr 2026

https://github.com/chandkund/recipe-recommendations

The Recipe Recommendations project leverages natural language processing (NLP) techniques to process recipe descriptions and classify them into categories like desserts, main courses, and more. The system provides personalized recommendations by analyzing the text input and suggesting relevant recipes.

embeddings matplotlib nlp numpy pandas softmax tensorflow

Last synced: 06 Apr 2026

https://github.com/pejpero/multi-class_classifier

This project demonstrates multiclass classification using Perceptron and Logistic Regression, implemented from scratch without using built-in libraries. It includes techniques like One-Versus-The-Rest and One-Versus-One for Perceptron, and Softmax for Logistic Regression, with a focus on understanding core ML concepts.

data-visualization logistic-regression machine-learning multiclass-classification one-vs-one one-vs-rest perceptron python scratch-implementation softmax