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Deeppurpose ⭐ 826

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

Feature Engineering And Feature Selection ⭐ 798

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

Amazing Feature Engineering ⭐ 485

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

Feature Engineering For Machine Learning ⭐ 314

Code repository for the online course Feature Engineering for Machine Learning

Latent_3d_points ⭐ 314

Auto-encoding & Generating 3D Point-Clouds.

Fauxtograph ⭐ 216

Tools for using a variational auto-encoder for latent image encoding and generation.

Nn_compression ⭐ 189

Practicaldl ⭐ 176

A Practical Guide to Deep Learning with TensorFlow 2.0 and Keras materials for Frontend Masters course

Datagene ⭐ 170

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

Distance Encoding ⭐ 124

Distance Encoding for GNN Design

Ppdai_risk_evaluation ⭐ 124

“魔镜杯”风控算法大赛拍拍贷风控模型，接近冠军分数

Smilespe ⭐ 88

SMILES Pair Encoding: A data-driven substructure representation of chemicals

Positional Encoding ⭐ 63

Encoding position with the word embeddings.

Parlai_agents ⭐ 45

# ParlAI Agent examples with PyTorch, Chainer and TensorFlow

Spectrogramvae ⭐ 44

TensorFlow implementation of a VAE for encoding spectrograms

Neural Nlp ⭐ 41

[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing

Spykesml ⭐ 40

A class for using ML algorithms for spike prediction

Positionalencoding2d ⭐ 37

A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.

OCMR (Open-Access Repository for Multi-Coil k-space Data for Cardiovascular Magnetic Resonance Imaging)

Vrcnet Pytorch ⭐ 29

Implementation of some models based on U-Net architecture to separate vocal from the song.

Mnist_by_zip ⭐ 28

Compression algorithms (like the well-known zip file compression) can be used for machine learning purposes, specifically for classifying hand-written digits (MNIST)

Paper Encoding_decoding_electrophysiology ⭐ 28

A repository for tutorials to supplement the encoding model methods paper

Voice Authentication And Face Recognition ⭐ 25

Voice Biometrics Authentication using GMM and Face Recognition Using Facenet and Tensorflow

Ensemble Package ⭐ 25

Package for Ensemble of Machine Learning Models

Crosspredict ⭐ 24

Datascienceguide.github.io ⭐ 21

Website, notes and tutorial for

Questionanswersystem ⭐ 20

基于sentence-transformers实现文本转向量的机器人

Xml Tei Bible ⭐ 20

Encoding the Bibel in TEI, starting with the Gospels

Facial Expression Recognization Using Jaffe ⭐ 17

Facial Expression Recognization using JAFFE

Apartment Interest Prediction ⭐ 15

Predict people interest in renting specific NYC apartments. The challenge combines structured data, geolocalization, time data, free text and images.

Contrastive Learning for Time Series

Packt_featureengineering_cookbook ⭐ 14

Siamesebert Notebook ⭐ 13

Quick semantic search using Siamese-BERT encodings

Real Estate Value Prediction ⭐ 12

Awesome real estate value prediction with machine-learnings.

High Cardinality Categorical Featue Handling ⭐ 11

Experience ⭐ 9

Kaggle Titanic Top3 Percent ⭐ 8

Kaggle Titanic Top 3% Solution (301/11487)

One Bit Vae ⭐ 8

A silly and weirdly useful experiment where I attempt to encode one bit of information with a VAE

Voxelwiseencoding ⭐ 6

Parallelized Video Processing implementations using OpenCV, ffmpeg

Fluent Python ⭐ 6

Jupyter notebooks for "Fluent Python", by Luciano Ramalho

Datascienceprojects ⭐ 5

从网上搜刮好的数据科学项目并进行重现

Bank Marketing ⭐ 5

A Data-Driven Approach to Predict the Success of Bank Telemarketing

A Python declarative byte stream mapping engine.

MHC-antigen affinity prediction using TensorFlow.

Timestretching ⭐ 5

Pytorch implementation of Time Stretching in Music using an Autoencoder Network

Disentangled Sequential Autoencoder ⭐ 5

PyTorch Implementation of Disentangled Sequential Autoencoder

Stat333_project_2 ⭐ 5

Madison restaurant Yelp rating prediction based on review text

CTD method for “connecting the dots” in weighted graphs

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