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268 search results found

Ailearning ⭐ 38,107

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Ai For Beginners ⭐ 30,191

12 Weeks, 24 Lessons, AI for All!

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

Awesome Deep Learning ⭐ 22,700

A curated list of awesome Deep Learning tutorials, projects and communities.

Rwkv Lm ⭐ 10,705

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

Tensorflow 2.x Tutorials ⭐ 5,496

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Textgenrnn ⭐ 4,426

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

Stanford Cs 230 Deep Learning ⭐ 4,248

VIP cheatsheets for Stanford's CS 230 Deep Learning

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Lstm Human Activity Recognition ⭐ 3,074

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Grobid ⭐ 2,749

A machine learning software for extracting information from scholarly documents

Automatic_speech_recognition ⭐ 2,743

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Coursera Deep Learning Specialization ⭐ 2,459

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Pytorch Kaldi ⭐ 2,138

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Tensorflow Onnx ⭐ 2,133

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Keras Tcn ⭐ 1,749

Keras Temporal Convolutional Network.

Simplehtr ⭐ 1,719

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Spago ⭐ 1,691

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

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Dl_tutorials ⭐ 1,522

Deep learning tutorials (2nd ed.)

Top Deep Learning ⭐ 1,437

Top 200 deep learning Github repositories sorted by the number of stars.

Deep Learning With Pytorch Tutorials ⭐ 1,166

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Tsfpaper ⭐ 1,066

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Textbox ⭐ 966

TextBox 2.0 is a text generation library with pre-trained language models

Liquid_time_constant_networks ⭐ 964

Code Repository for Liquid Time-Constant Networks (LTCs)

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Bolt is a deep learning library with high performance and heterogeneous flexibility.

Telemanom ⭐ 793

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Course Content Dl ⭐ 679

NMA deep learning course

Polyrnn Pp ⭐ 674

Inference Code for Polygon-RNN++ (CVPR 2018)

Music Source Separation ⭐ 667

Deep neural networks for separating singing voice from music written in TensorFlow

Keras Attention ⭐ 656

Visualizing RNNs using the attention mechanism

Seq2seq Pytorch ⭐ 653

Sequence to Sequence Models with PyTorch

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

How To Learn Deep Learning ⭐ 644

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

Polyrnn Pp Pytorch ⭐ 634

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

Deep Learning From Scratch ⭐ 590

《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《

RNN-based generative models for speech.

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

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

Latex_ocr_pro ⭐ 552

🎨 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Qa Deep Learning ⭐ 534

tensorflow and theano cnn code for insurance QA(question Answer matching)

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Torch Video Tutorials ⭐ 524

Light your way in Deep Learning with Torch 🔦

A lightweight C library for artificial neural networks

Deep Trading Agent ⭐ 514

Deep Reinforcement Learning based Trading Agent for Bitcoin

Tensorflow Eager Tutorials ⭐ 502

Simple tutorials for building neural networks with TensorFlow Eager mode.

Closed-form Continuous-time Neural Networks

Trending Deep Learning ⭐ 449

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

Must Read Papers For Ml ⭐ 446

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Stock Price Prediction Lstm ⭐ 425

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Stock Prediction Deep Neural Learning ⭐ 385

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Deepmark ⭐ 363

THE Deep Learning Benchmarks

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Returnn ⭐ 347

The RWTH extensible training framework for universal recurrent neural networks

Neural Symbolic Machines ⭐ 346

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Deeplearningsourceseparation ⭐ 342

Deep Recurrent Neural Networks for Source Separation

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

Handwritingrecognitionsystem ⭐ 315

Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Dual Path Rnn Pytorch ⭐ 301

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

Fast Pytorch ⭐ 299

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

Haste: a fast, simple, and open RNN library

Scalecast ⭐ 292

The practitioner's forecasting library

Deeplearning.ai Assignments ⭐ 286

Recurrent Entity Networks ⭐ 280

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

Handson Ml ⭐ 277

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

Rnnsharp ⭐ 272

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

Echotorch ⭐ 269

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

Lstm_rnn_tutorials_with_demo ⭐ 268

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

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