1466 Open source projects that are alternatives of or similar to Learning-Lab-C-Library

My workshop on machine learning using python language to implement different algorithms

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

NLP Paper

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

keras를 이용한 딥러닝 기초 학습

Online Hand Writing Recognition using BLSTM

Self-contained Machine Learning and Natural Language Processing library in Go

Speaker independent emotion recognition

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Easy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.

Toy implementations of some popular ML optimizers using Python/JAX

Tensorflow implementation for Active Shift Layer(ASL)

An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Optical character recognition Using Deep Learning

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

e3d-lstm; Eidetic 3D LSTM A Model for Video Prediction and Beyond

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

nlp lecture-notes and source code

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

Forecasting Solar Power: Analysis of using a LSTM Neural Network

Sentiment Analysis: Deep Bi-LSTM+attention model

Deep Learning Transformer models in MATLAB

Contextualised Embeddings and Language Modelling using BERT and Friends using R

Text style transfer benchmark

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

딥러닝 학습 자료를 모아두고 여러 사람이 참고하여 학습할 수 있도록 돕습니다.

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

Spector: An OpenCL FPGA Benchmark Suite

This plugin not only provides better terrain generators for Nukkit, you can also customize your world by modifying the configuration.

Codes for TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization.

Spectrum is an AI that uses machine learning to generate Rap song lyrics

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

Caffe: a Fast framework for deep learning. Custom version with built-in sparse inputs, segmentation, object detection, class weights, and custom layers

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR 2021)

An image classification app boilerplate to serve your deep learning models asap!

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

Trained T5 and T5-large model for creating keywords from text

[ICIP 2019] : This is the official github repository for the paper "What's There in The Dark" accepted in IEEE International Conference in Image Processing 2019 (ICIP19) , Taipei, Taiwan.

Artificially intelligent typing assistant that suggest the next word using user typing history and full sentence using LSTM . Works with any environment (MS word, notepad, coding IDEs or anything)

The code of Switchable Normalization for object detection based on Detectron.pytorch.

A faster lmm for GWAS. Supports GPU backend.

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

Focal Loss of multi-classification in tensorflow

DSTC6: End-to-End Conversation Modeling Track

"A survey of Transformer" paper study 👩🏻‍💻🧑🏻‍💻 KoreaUniv. DSBA Lab

图像自动标注

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

LSTM to predict wind speed

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

[ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering