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Search results for python mlp

197 search results found

Machine Learning Experiments ⭐ 1,552

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Neural_collaborative_filtering ⭐ 1,515

Neural Collaborative Filtering

Tensorflow 101 ⭐ 1,100

learn code with tensorflow

Federated Learning ⭐ 1,042

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

Paddlevit ⭐ 951

🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+

Federated Learning Pytorch ⭐ 902

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Openstl ⭐ 450

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Source Code Notebook ⭐ 428

关于一些经典论文源码的逐行中文笔记

Pytorch Made ⭐ 397

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

Ucr_time_series_classification_deep_learning_baseline ⭐ 385

Fully Convlutional Neural Networks for state-of-the-art time series classification

Unext Pytorch ⭐ 359

Official Pytorch Code base for "UNeXt: MLP-based Rapid Medical Image Segmentation Network", MICCAI 2022

Multimodal Speech Emotion Recognition ⭐ 337

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

Neural Collaborative Filtering ⭐ 312

pytorch version of neural collaborative filtering

Hand Gesture Recognition Using Mediapipe ⭐ 311

MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易な hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points.）

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Tencent2018_lookalike_rank7th ⭐ 280

The code for 2018 Tencent College Algorithm Contest, and the online result ranks 7th.

Machine Learning ⭐ 264

my machine-learning tutorial

Recommender System ⭐ 254

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

Cyclemlp ⭐ 211

[ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"

Sparse Evolutionary Artificial Neural Networks ⭐ 187

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Sentence Classification ⭐ 180

Sentence Classifications with Neural Networks

F1sherkk Myroadtoai ⭐ 164

Repository for storing and tracking my self-study progress.

[ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis

An implementation of the BADGE batch active learning algorithm.

Dl Based Intelligent Diagnosis Benchmark ⭐ 155

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

Closerlook3d ⭐ 136

A Closer Look at Local Aggregation Operators in Point Cloud Analysis(ECCV 2020)

Local Loss ⭐ 123

PyTorch code for training neural networks without global back-propagation

Aspect Extraction ⭐ 119

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Chinese Sentiment Classification ⭐ 117

简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业

Maxim Pytorch ⭐ 117

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

Accum_optimizer_for_keras ⭐ 96

wrapping a keras optimizer to implement gradient accumulation

Sentencesentimentclassifier ⭐ 92

Sentiment Classifier base on traditional Maching learning methods, eg Bayes, SVM ,DecisionTree, KNN and Deeplearning method like MLP,CNN,RNN(LSTM). 基于机器学习与深度学习方法的情感分析算法实现与对比，包括决策树，贝叶斯，KNN, SVM ,MLP, CNN, LSTM实现

Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various settings, datasets and architectures.

Selfdrivingrccar ⭐ 85

Autonomous RC Car using Neural Networks, Python and Open CV

Code for "How to Train Deep Variational Autoencoders and Probabilistic Ladder Networks"

Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications

Epciclr2020 ⭐ 81

Micromlp ⭐ 81

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

Deeplearningbenchmarks ⭐ 75

Complexnn ⭐ 73

A toolbox for using complex valued standard network modules in PyTorch.

Copper_price_forecast ⭐ 73

copper price(time series) prediction using bpnn and lstm

Audio Gan ⭐ 70

Graph Partition Neural Network Samples ⭐ 70

Sample Code for Graph Partition Neural Networks

Markdown Live Preview ⭐ 68

markdown live preview | works with any editor

Sota Backbones ⭐ 64

A collection of SOTA Image Classification Models in PyTorch

Polyssifier ⭐ 63

run a multitude of classifiers on you data and get an AUC report

Mlp Singer ⭐ 63

Official implementation of MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis (IEEE MLSP 2021)

Multilayer Perceptron Keras wrapper for sklearn

Assignment2 2017 ⭐ 59

(Spring 2017) Assignment 2: GPU Executor

Earthmapper ⭐ 59

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

Reprieve ⭐ 59

A library for evaluating representations.

Predicting_real_estate_prices_using_scikit Learn ⭐ 59

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)

Tensorflow Maxout ⭐ 57

Maxout Networks TensorFlow implementation presented in https://arxiv.org/abs/1302.4389

Avito Demand ⭐ 54

Avito Demand Prediction Challenge 🏬

Speakerdiarization_rnn_cnn_lstm ⭐ 52

Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should state when speaker starts and ends. In this project, we analyze given audio file with 2 channels and 2 speakers (on separate channels).

Basic_nns_in_frameworks ⭐ 50

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

Code for CVPR'19 "Recursive Visual Attention in Visual Dialog"

Utensor_cgen ⭐ 48

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

Tensorflow Mnist Mlp Batch_normalization Weight_initializers ⭐ 46

MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.

Iqiyi Vid Challenge ⭐ 45

Code for IQIYI-VID(IQIYI Video Person Identification) Challenge Implemented in Python and MXNet

Tinyflow ⭐ 42

A simple deep learning framework that supports automatic differentiation and GPU acceleration.

Kdd99 Scikit ⭐ 41

Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn

Tensorflow_ml_algorithms ⭐ 40

Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression

Face Recognition ⭐ 39

Facial Recognition using OpenCV and Python

Malware_detect2 ⭐ 38

Malware Classification using Machine learning

Keras Examples ⭐ 37

Keras样例解析

Chinesesentimentanalysis ⭐ 34

基于电影评论数据的中文情感分析(含训练数据、验证数据) Machine Learning and Deep Learning implementations.

Time Series Forecasting Keras ⭐ 34

time series forecasting using keras, inlcuding LSTM,RNN,MLP,GRU,SVR and multi-lag training and forecasting method, ICONIP2017 paper.

Lstm Fcn Ablation ⭐ 33

Repository for the ablation study of "Long Short-Term Memory Fully Convolutional Networks for Time Series Classification"

This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. It trains spiking neural network to learn spatial temporal patterns.

Multicontact Locomotion Planning ⭐ 32

MLP : a Decoupled and Modular Framework for Multicontact Locomotion Planning

Tianchimetroflow ⭐ 31

天池全球城市计算AI挑战赛：A榜单模型12.28， B榜单模型12.53，多模型融合11.74（Top 3）， C榜官方结果17.08（新人赛验证C榜可通过乘个衰减提升很多到12.00，A榜也有效果到11.88）

Segmenter ⭐ 31

Universal segmenter based on the Universal Dependency framework, written by Y. Shao, Uppsala University

Spiking Mlp ⭐ 30

A Spiking Multi-Layer Perceptron

Python Neuron ⭐ 30

Neuron class provides LNU, QNU, RBF, MLP, MLP-ELM neurons

Dietnetworks ⭐ 29

Pydatalondon2016 ⭐ 28

Collection of examples, links and slides for the tutorial "Building a Pong playing AI in just 1 hour(plus 4 days training...)" presented at PyDataLondon 2016

Audio Classification Using Cnn Mlp ⭐ 28

Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.

Urban Sound Classification Vs ⭐ 28

城市声音分类 Urban Sound Classification with TensorFlow Keras - MLP, RNN, CNN

Pyrecognizer ⭐ 28

"A neural network to rule them all, a neural network to find them, a neural network to bring them all and verify if is you !!" (Face recognition tool)

Pytorch_mlp_for_asr ⭐ 27

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.

Autonomio ⭐ 26

Core functionality for the Autonomio augmented intelligence workbench.

Time-based Sequence Model for Personalization and Recommendation Systems

Chinesepoemgeneration ⭐ 25

基于深度学习的古诗生成(deep learning based Chinese poem generation)

8 Bit Deep Learning ⭐ 24

Training neural networks with 8-bit computations

Alignmentduration ⭐ 23

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

Textcategorization ⭐ 23

⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

Bayesian Compression For Deep Learning ⭐ 23

Remplementation of paper https://arxiv.org/abs/1705.08665

[CVPR 2019] Pytorch code for Audio Visual Scene-Aware Dialog

Uncertainty ⭐ 22

Learning with uncertainty for biological discovery and design

Mlp_stock ⭐ 21

Stock price prediction using ensemble MLP in PyTorch.

Bigbigan Tensorflow2.0 ⭐ 21

TensorFlow 2.0 implementation of Large Scale Adversarial Representation Learning(BigBiGAN)

Pytorch_ppo_rl ⭐ 21

VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation

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