Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch
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Aug 14, 2021 - Python
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multilayer-perceptron
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Implementation of Segformer, Attention + MLP neural network for segmentation, in Pytorch
deep-learning artificial-intelligence segmentation image-segmentation attention-mechanism multilayer-perceptron
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Dec 9, 2022 - Python
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
django deep-learning tensorflow pytorch collaborative-filtering matrix-factorization ranking tensorboard boltzmann-machines recommender-systems autoencoders movielens-dataset meta-learning multilayer-perceptron cometml wandb
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Nov 21, 2022 - Python
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
machine-learning qlearning ai deep-learning neural-network micropython esp32 q-learning artificial-intelligence neurons deeplearning mlp predictive-modeling ann lopy wipy pycom multilayer-perceptron hc2
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Dec 23, 2020 - Python
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
machine-learning computer-vision deep-learning tensorflow recurrent-neural-networks artificial-intelligence supervised-learning classification image-classification artificial-neural-networks convolutional-neural-networks support-vector-machine malware-detection multilayer-perceptron gated-recurrent-units
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Mar 24, 2023 - Python
Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset
iot machine-learning deep-learning random-forest tensorflow linear-regression keras cybersecurity supervised-learning classification logistic-regression knn decision-tree-classifier iot-security svm-classifier network-security network-intrusion-detection multilayer-perceptron mlp-classifier unsw-nb15
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Sep 8, 2021 - Jupyter Notebook
GPT, but made only out of MLPs
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May 25, 2021 - Python
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
machine-learning deep-reinforcement-learning pytorch transformer lstm rl monte-carlo-tree-search multilayer-perceptron gym-environments muzero arxiv-papers offline-reinforcement-learning resnetv2 online-reinforcement-learning stochastic-muzero muzero-stochastic
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Oct 20, 2023 - Python
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
machine-learning tensorflow linear-regression scikit-learn machine-learning-algorithms supervised-learning classification logistic-regression support-vector-machine softmax-regression binary-classification nearest-neighbours-classifier multilayer-perceptron recurrent-neural-network
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Mar 24, 2023 - Python
A GPT, made only of MLPs, in Jax
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Jun 23, 2021 - Python
Low dependency（C++11 STL only）, good portability, header-only, deep neural networks for embedded
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Jan 10, 2021 - C++
This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.
python deep-neural-networks deep-learning cuda pytorch speech-recognition neural-networks feedforward-neural-network mlp kaldi asr timit multilayer-perceptron kaldi-asr
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Feb 10, 2018 - Perl
JavaScript implementation of simple multilayer perceptron (MLP)
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May 7, 2021 - JavaScript
Final Year project based upon Network Intrusion Detection System
machine-learning correlation random-forest naive-bayes scikit-learn python3 logistic-regression adaboost decision-tree quadratic-discriminant-analysis linear-discriminant-analysis knn-classification multilayer-perceptron sgd-classifier linearsvc
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Jul 10, 2019 - Jupyter Notebook
Multilayer perceptron deep neural network with feedforward and back-propagation for MNIST image classification using NumPy
deep-learning neural-networks mnist-classification feedforward-neural-network backpropagation multilayer-perceptron
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Aug 2, 2024 - Python
Algorithms & Data Structures Guide
computer-science machine-learning awesome algorithms datastructures leetcode graph-algorithms data-structures binary-search-tree software-engineering awesome-list interview-practice leetcode-solutions interview-questions binary-search interview-preparation multilayer-perceptron-network multilayer-perceptron data-structures-and-algorithms
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Oct 8, 2021
yet another scalar autograd engine - featuring complex numbers and fixed DAG
machine-learning neural-network autograd complex-numbers gradient gradient-descent backpropagation multilayer-perceptron micrograd tinygrad
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Mar 20, 2024 - Python
Implementation of a digit recognition using my Neural Network with the MNIST data set.
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Oct 15, 2019 - JavaScript
Deep Learning using Rectified Linear Units (ReLU)
classifier machine-learning deep-neural-networks computer-vision deep-learning tensorflow keras recurrent-neural-networks artificial-intelligence neural-networks supervised-learning classification artificial-neural-networks convolutional-neural-networks vgg16 keras-models keras-neural-networks keras-tensorflow long-short-term-memory-models multilayer-perceptron
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Aug 2, 2024 - Jupyter Notebook
Slides and notebooks for my tutorial at PyData London 2018
tutorial deep-learning optimization pydata linear-programming survival-analysis gradient-descent quadratic-programming convex-optimization elastic-net stochastic-gradient-descent maximum-likelihood-estimation quantile-regression multilayer-perceptron
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Jul 2, 2018 - Jupyter Notebook
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