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Dl Course Code ⭐ 19

Andrew Ng's new course on DL, 2017. 吴恩达2017深度学习课程作业。

Cartpole ⭐ 19

Solving CartPole with an Anticipatory network

Mvan Visdial ⭐ 18

PyTorch Implementation of Multi-View Attention Networks for Visual Dialog

Mxnet Wgan ⭐ 18

mxnet implement for Conditional Wasserstein GAN

Simple Implementation Of Ml Algorithms ⭐ 17

My simplest implementations of common ML algorithms

Machinelearning ⭐ 17

Implementations of machine learning algorithm by Python 3

Ironydetectionintwitter ⭐ 16

A Simple and Accurate Neural Network Model for Irony Detection in Twitter

Deep Learning Models ⭐ 16

Deep Learning Models implemented in python.

Neuralcf ⭐ 15

A fork from https://github.com/hexiangnan/neural_collaborative Change keras version to v2.1.3, and use tensorflow as the backend.

Self Attentive Ncf ⭐ 15

Source code for our Paper "Self-Attentive Neural Collaborative Filtering"

Neuroevolution Flappy Bird ⭐ 15

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

A python package that you can use to create neural networks with one line of code.

Optical character Recognition using kmeans and neural network

Aqi Delhi ⭐ 15

Predicting air pollution level in a specific city

Sparsescatnet ⭐ 14

Code implementation of paper: Deep Network Classification by Scattering and Homotopy Dictionary Learning

Eusipco2017 ⭐ 14

The phoneme classification code for EUSIPCO 2017 paper: Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

Hft Prediction ⭐ 14

Machine learning approach to high frequency trading, MLP & RNN used

Tensorflow_examples ⭐ 14

reference code for tensorflow

Gcn For Structure And Function ⭐ 14

Code for reproducing results of "Unsupervised embeddings is all you need for protein function prediction"

Audio_classification ⭐ 13

audio classification using TensorFlow

Dnn Quant ⭐ 13

Tool for building deep / recurrent neural network models for systematic fundamental investing.

hacking on the stanford natural language inference (SNLI) corpus (in theano)

Certifiedpatchdefense ⭐ 13

Repository for Certified Defenses for Adversarial Patch ICLR-2020

Mixtureofexperts ⭐ 12

Master Thesis. Code written in python. (Keras with Tensorflow backend)

Mobile Launch Platform for EVE Online

Short Texts Sentiment Analyse ⭐ 11

中文情感分析模型，包含各种主流的情感词典、机器学习、深度学习、预训练模型方法

Baselines of reinforcement learning trading agents for China stock market

Dnn Hmm Asr ⭐ 11

Hybrid DNN-HMM model for isolated digit recognition

Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction

Visual Question Answering ⭐ 10

Visual Question Answering system's different implementations

Master Thesis ⭐ 10

Condition Monitoring of Heat Exchangers using Machine Learning

Mnist Mlp Cpp ⭐ 10

Cell Image Classification ⭐ 10

Cell image classsification with neural networks (MLP, ConvNet) and other statistical ML models (SVM, LDA, LR, etc.).

Simple Deep Learning Sca ⭐ 10

Simple deep learning side channel attack. Experimental data set based on chipwhisperer.

Snli_nn_tf ⭐ 10

hacking on the stanford natural language inference (SNLI) corpus (tensorflow)

[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

Siamese Spatial Graph Convolution Network ⭐ 10

Siamese graph convolutional network for content based remote sensing image retrieval

Control Tasks ⭐ 10

Repository describing example random control tasks for designing and interpreting neural probes

Facial Recognition ⭐ 9

Facial Expression Classification

Dnn_ta_pku ⭐ 9

北京大学深度学习的技术与应用课程Projects

Dlg Segmenter ⭐ 9

Recurrent Neural Networks for Speaker and Turn Taking Classification

Microsoft_cntk2.0_from_r ⭐ 9

Showcase: calling Microsoft Cognitive Toolkit (CNTK) 2.0 deep learning library fromwithin R using reticulate package and Azure DSVM.

Deepfaultlocalization ⭐ 9

Tensorflow Cifar 10 Nin ⭐ 9

Neuralnetwork ⭐ 9

Neural Network implementation in Numpy and Keras. Batch Normalization, Dropout, L2 Regularization and Optimizers

Deeprl Pytorch ⭐ 9

Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.

Dropout Vs Batch Normalization ⭐ 8

Dropout vs. batch normalization: effect on accuracy, training and inference times - code for the paper

Learning Adversarially Robust Representations ⭐ 8

Code for https://arxiv.org/abs/2002.11798

模仿 TensorFlow 写的极简深度学习框架，仅供练习目的

This repo was moved to: https://github.com/tradingAI/tbase

Kaggle_galaxy_zoo ⭐ 8

Python & Theano code for Kaggle's Galaxy Zoo - The Galaxy Challenge

Multi Layer Perceptron using Theano

High Level Framework for PyTorch

PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis

Sru_for_gci ⭐ 7

Statistical Recurrent Unit based time series generative models for detecting nonlinear Granger causality

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

Surname Classify Pytorch ⭐ 7

Surname Classification with an MLP using PyTorch

Mlp_from_scratch ⭐ 7

Multi Layer Perceptron with SGD, Momentum and AdaGrad from Scratch Using Python3

Awesome Tokenmixer Pytorch ⭐ 7

Pytorch implementation of various token mixers; Attention Mechanisms, MLP, and etc for understanding computer vision papers and other tasks.

This is the repo of my "Deep Learning Zoo" course at UC Davis

Code of "Learning to Generate with Memory"

MeanMax estimators.

Self Training Mrc ⭐ 7

This is the pytorch implementation of the long paper on ACL 2020: A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction.

Imageclassification ⭐ 7

Different Classifiers on Images

Mlpdepthmap ⭐ 7

Dense depth map estimation using stereo geometry, segmentation and MLP

Keras_mlp ⭐ 7

Keras implementation of mlp-mixer, ResMLP, gmlp. imagenet/imagenet21k weights reloaded.

Python Library for Econometrics and Advanced Statistics

Classifier ⭐ 6

Machine learning code, derivatives calculation and optimization algorithms developed during the Machine Learning course at Universidade de Sao Paulo. All codes in Python, NumPy and Matplotlib with example in the end of file.

Microarray Classification ⭐ 6

DNA Microarray Gene Expression Data Classification Using SVM and MLP with Feature Selection Methods Relief and LASSO

Python machine learning library using powerful numerical optimization methods.

Pytorch For Npn ⭐ 6

Officially unofficial PyTorch code for the NIPS paper 'Natural-Parameter Networks: A Class of Probabilistic Neural Networks'

Cmacvtilecode ⭐ 6

Templateprojectcdtgpucluster ⭐ 6

Mlp Mixer.pytorch ⭐ 6

PyTorch implementation of MLP-Mixer

Temperature Prediction ⭐ 6

[Scikit-learn] Temperature Prediction Application using Machine Learning Algorithms; Predicted daily temperature using multiple Linear Regression models & MLP with Scikit-learn, score = 0.85

Demystifying ⭐ 6

Persian Handwriting Digit Recognition

Artificial Intelligence ⭐ 6

Implementing Artificial Neural Network training process in Python

Acl2019 Human Motive Identification ⭐ 6

Code and data for reproducing experiments in (Otani and Hovy, 2019)

Fashion Mnist Mlp ⭐ 6

fashion-mnist-mlp in Keras

Cnn And Dnn ⭐ 6

Convolutional Neural Network and Multi Layer Perceptron in Pytorch

Eda Artifact Detection ⭐ 6

Python implementations of machine learning algorithms for motion artifact detection in electrodermal activity (EDA) data

Neuralteleportation ⭐ 6

Isomorphisms of quiver representations applied to neural networks.

Dlgeneralization ⭐ 5

My project to recreate the results in "Understanding Deep Learning Requires Rethinking Generalization" and do something similar on NLP

A free and open source tool for Deep Learning Side Channel Analysis

Deepconstrainedclustering ⭐ 5

Handwriterec ⭐ 5

A recognition system of hand-write digital based on CNN, LSTM and MLP

Defensegan ⭐ 5

Defense GAN in pytorch

Gtrxl Torch ⭐ 5

Gated Transformer Model for Computer Vision

Aircombaterl ⭐ 5

Kaggle_nfl ⭐ 5

A solution for Kaggle NFL Big Data Bowl competition using PipelineX

Kanerva Machine Keras Tf ⭐ 5

implementation of the paper The Kanerva Machine: A Generative Distributed Memory

Fitting With Mlp Using Pytorch ⭐ 5

Fitting problems solved with a multilayer perceptron implemented in PyTorch technology

Ai_final_project ⭐ 5

Final project for L3 Artificial Intelligence course

Attention_based_recsys ⭐ 5

NeuMF with attention mechanism.

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